Train Profiling Report

Dataset statistics

Number of variables	43
Number of observations	224463
Missing cells	467620
Missing cells (%)	4.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	448.5 MiB
Average record size in memory	2.0 KiB

Variable types

Numeric	11
Categorical	32

Warnings

`Age` is highly correlated with `VeteransBenefits`	High correlation
`IndustryCode` is highly correlated with `OccupationCode` and 2 other fields	High correlation
`OccupationCode` is highly correlated with `IndustryCode` and 2 other fields	High correlation
`NumOfPersonsWorkForEmployer` is highly correlated with `IndustryCode` and 2 other fields	High correlation
`VeteransBenefits` is highly correlated with `Age` and 1 other fields	High correlation
`WeeksWorkedInYear` is highly correlated with `IndustryCode` and 3 other fields	High correlation
`Age` is highly correlated with `VeteransBenefits`	High correlation
`IndustryCode` is highly correlated with `OccupationCode` and 3 other fields	High correlation
`OccupationCode` is highly correlated with `IndustryCode` and 3 other fields	High correlation
`NumOfPersonsWorkForEmployer` is highly correlated with `IndustryCode` and 3 other fields	High correlation
`VeteransBenefits` is highly correlated with `Age` and 4 other fields	High correlation
`WeeksWorkedInYear` is highly correlated with `IndustryCode` and 3 other fields	High correlation
`Age` is highly correlated with `VeteransBenefits`	High correlation
`IndustryCode` is highly correlated with `OccupationCode` and 2 other fields	High correlation
`OccupationCode` is highly correlated with `IndustryCode` and 2 other fields	High correlation
`NumOfPersonsWorkForEmployer` is highly correlated with `IndustryCode` and 2 other fields	High correlation
`VeteransBenefits` is highly correlated with `Age` and 1 other fields	High correlation
`WeeksWorkedInYear` is highly correlated with `IndustryCode` and 3 other fields	High correlation
`IndustryCode` is highly correlated with `NumOfPersonsWorkForEmployer` and 9 other fields	High correlation
`Year` is highly correlated with `LiveInThisHouse1YearAgo` and 1 other fields	High correlation
`HispanicOrigin` is highly correlated with `CntryOfBirthFather` and 3 other fields	High correlation
`WagePerHour` is highly correlated with `MemberOfALaborUnion`	High correlation
`NumOfPersonsWorkForEmployer` is highly correlated with `IndustryCode` and 10 other fields	High correlation
`MajorOccupationCode` is highly correlated with `IndustryCode` and 11 other fields	High correlation
`Education` is highly correlated with `NumOfPersonsWorkForEmployer` and 12 other fields	High correlation
`FamilyMembersUnder18` is highly correlated with `IndustryCode` and 11 other fields	High correlation
`MigPrevResInSunbelt` is highly correlated with `MigCodeMoveWithinReg` and 5 other fields	High correlation
`CntryOfBirthFather` is highly correlated with `HispanicOrigin` and 4 other fields	High correlation
`DetailedHholdAndFamStat` is highly correlated with `NumOfPersonsWorkForEmployer` and 12 other fields	High correlation
`MigCodeMoveWithinReg` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`Sex` is highly correlated with `DetailedHholdAndFamStat`	High correlation
`FillIncVeteransAdmin` is highly correlated with `VeteransBenefits`	High correlation
`EnrollInEdUInstlastWk` is highly correlated with `Education` and 2 other fields	High correlation
`ReasonForUnemployment` is highly correlated with `ClassOfWorker`	High correlation
`CntryOfBirthMother` is highly correlated with `HispanicOrigin` and 4 other fields	High correlation
`MemberOfALaborUnion` is highly correlated with `WagePerHour` and 1 other fields	High correlation
`MajorIndustryCode` is highly correlated with `IndustryCode` and 12 other fields	High correlation
`MigCodeChangeInReg` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`LiveInThisHouse1YearAgo` is highly correlated with `Year` and 7 other fields	High correlation
`CntryOfBirthSelf` is highly correlated with `HispanicOrigin` and 4 other fields	High correlation
`Citizenship` is highly correlated with `HispanicOrigin` and 3 other fields	High correlation
`Race` is highly correlated with `CntryOfBirthFather` and 2 other fields	High correlation
`StateOfPreviousResidence` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`MigCodeChangeInMsa` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`TaxFilerStat` is highly correlated with `IndustryCode` and 12 other fields	High correlation
`FullOrPartTimeEmploymentStat` is highly correlated with `Year` and 2 other fields	High correlation
`OccupationCode` is highly correlated with `IndustryCode` and 8 other fields	High correlation
`RegionOfPreviousResidence` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`WeeksWorkedInYear` is highly correlated with `IndustryCode` and 10 other fields	High correlation
`Age` is highly correlated with `IndustryCode` and 14 other fields	High correlation
`DetailedHholdSumInHhold` is highly correlated with `Education` and 7 other fields	High correlation
`VeteransBenefits` is highly correlated with `IndustryCode` and 13 other fields	High correlation
`ClassOfWorker` is highly correlated with `IndustryCode` and 12 other fields	High correlation
`MaritalStatus` is highly correlated with `Education` and 6 other fields	High correlation
`Year` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`HispanicOrigin` is highly correlated with `CntryOfBirthFather` and 1 other fields	High correlation
`MajorOccupationCode` is highly correlated with `MajorIndustryCode`	High correlation
`Education` is highly correlated with `VeteransBenefits`	High correlation
`FamilyMembersUnder18` is highly correlated with `DetailedHholdAndFamStat` and 2 other fields	High correlation
`MigPrevResInSunbelt` is highly correlated with `Year` and 7 other fields	High correlation
`CntryOfBirthFather` is highly correlated with `HispanicOrigin` and 3 other fields	High correlation
`DetailedHholdAndFamStat` is highly correlated with `FamilyMembersUnder18` and 3 other fields	High correlation
`MigCodeMoveWithinReg` is highly correlated with `Year` and 7 other fields	High correlation
`FillIncVeteransAdmin` is highly correlated with `VeteransBenefits`	High correlation
`CntryOfBirthMother` is highly correlated with `HispanicOrigin` and 3 other fields	High correlation
`MajorIndustryCode` is highly correlated with `MajorOccupationCode`	High correlation
`MigCodeChangeInReg` is highly correlated with `Year` and 7 other fields	High correlation
`LiveInThisHouse1YearAgo` is highly correlated with `Year` and 7 other fields	High correlation
`CntryOfBirthSelf` is highly correlated with `CntryOfBirthFather` and 2 other fields	High correlation
`Citizenship` is highly correlated with `CntryOfBirthFather` and 2 other fields	High correlation
`StateOfPreviousResidence` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`MigCodeChangeInMsa` is highly correlated with `Year` and 7 other fields	High correlation
`TaxFilerStat` is highly correlated with `DetailedHholdAndFamStat` and 1 other fields	High correlation
`FullOrPartTimeEmploymentStat` is highly correlated with `Year` and 5 other fields	High correlation
`RegionOfPreviousResidence` is highly correlated with `MigPrevResInSunbelt` and 5 other fields	High correlation
`DetailedHholdSumInHhold` is highly correlated with `FamilyMembersUnder18` and 2 other fields	High correlation
`VeteransBenefits` is highly correlated with `Education` and 5 other fields	High correlation
`MigCodeChangeInMsa` has 112154 (50.0%) missing values	Missing
`MigCodeChangeInReg` has 112154 (50.0%) missing values	Missing
`MigCodeMoveWithinReg` has 112154 (50.0%) missing values	Missing
`MigPrevResInSunbelt` has 112154 (50.0%) missing values	Missing
`CntryOfBirthFather` has 7498 (3.3%) missing values	Missing
`CntryOfBirthMother` has 6843 (3.0%) missing values	Missing
`CntryOfBirthSelf` has 3869 (1.7%) missing values	Missing
`DividendsFromStocks` is highly skewed (γ1 = 27.45959869)	Skewed
`ID` is uniformly distributed	Uniform
`ID` has unique values	Unique
`Age` has 3205 (1.4%) zeros	Zeros
`IndustryCode` has 113109 (50.4%) zeros	Zeros
`OccupationCode` has 113109 (50.4%) zeros	Zeros
`WagePerHour` has 211831 (94.4%) zeros	Zeros
`CapitalGains` has 216173 (96.3%) zeros	Zeros
`CapitalLosses` has 220033 (98.0%) zeros	Zeros
`DividendsFromStocks` has 200794 (89.5%) zeros	Zeros
`NumOfPersonsWorkForEmployer` has 107852 (48.0%) zeros	Zeros
`WeeksWorkedInYear` has 107852 (48.0%) zeros	Zeros

Reproduction

Analysis started	2021-12-29 21:42:43.143496
Analysis finished	2021-12-29 21:43:47.259025
Duration	1 minute and 4.12 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

ID
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	224463
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149769.4031

Minimum	1
Maximum	299285
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	1
5-th percentile	14963.1
Q1	74988.5
median	149703
Q3	224589.5
95-th percentile	284239.9
Maximum	299285
Range	299284
Interquartile range (IQR)	149601

Descriptive statistics

Standard deviation	86375.29619
Coefficient of variation (CV)	0.57672191
Kurtosis	-1.200730716
Mean	149769.4031
Median Absolute Deviation (MAD)	74804
Skewness	-0.002084998314
Sum	3.361768952 × 10¹⁰
Variance	7460691792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40327	1	< 0.1%
253586	1	< 0.1%
86421	1	< 0.1%
225832	1	< 0.1%
111885	1	< 0.1%
68961	1	< 0.1%
27141	1	< 0.1%
279292	1	< 0.1%
258249	1	< 0.1%
227502	1	< 0.1%
Other values (224453)	224453	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
299285	1	< 0.1%
299283	1	< 0.1%
299282	1	< 0.1%
299281	1	< 0.1%
299280	1	< 0.1%
299279	1	< 0.1%
299275	1	< 0.1%
299273	1	< 0.1%
299272	1	< 0.1%
299271	1	< 0.1%

Age
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.52253601

Minimum	0
Maximum	90
Zeros	3205
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	33
Q3	50
95-th percentile	75
Maximum	90
Range	90
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.31026591
Coefficient of variation (CV)	0.646252231
Kurtosis	-0.7343207482
Mean	34.52253601
Median Absolute Deviation (MAD)	17
Skewness	0.371608015
Sum	7749032
Variance	497.7479651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	3904	1.7%
33	3841	1.7%
35	3806	1.7%
4	3790	1.7%
5	3784	1.7%
3	3712	1.7%
31	3711	1.7%
38	3702	1.6%
36	3672	1.6%
37	3626	1.6%
Other values (81)	186915	83.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3205	1.4%
1	3474	1.5%
2	3591	1.6%
3	3712	1.7%
4	3790	1.7%
5	3784	1.7%
6	3538	1.6%
7	3585	1.6%
8	3561	1.6%
9	3487	1.6%

Value	Count	Frequency (%)
90	816	0.4%
89	236	0.1%
88	286	0.1%
87	357	0.2%
86	390	0.2%
85	454	0.2%
84	585	0.3%
83	614	0.3%
82	710	0.3%
81	795	0.4%

ClassOfWorker
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 MiB

Not in universe	112609
Private	81152
Self-employed-not incorporated	9593
Local government	8753
State government	4757
Other values (4)	7599

Length

Max length	31
Median length	16
Mean length	14.02185215
Min length	8

Characters and Unicode

Total characters	3147387
Distinct characters	29
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Private
3rd row	Self-employed-incorporated
4th row	Not in universe
5th row	Private

Common Values

Value	Count	Frequency (%)
Not in universe	112609	50.2%
Private	81152	36.2%
Self-employed-not incorporated	9593	4.3%
Local government	8753	3.9%
State government	4757	2.1%
Self-employed-incorporated	3654	1.6%
Federal government	3268	1.5%
Never worked	500	0.2%
Without pay	177	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	112609	23.6%
in	112609	23.6%
universe	112609	23.6%
private	81152	17.0%
government	16778	3.5%
self-employed-not	9593	2.0%
incorporated	9593	2.0%
local	8753	1.8%
state	4757	1.0%
self-employed-incorporated	3654	0.8%
Other values (5)	4622	1.0%

Most occurring characters

Value	Count	Frequency (%)
	476729	15.1%
e	405707	12.9%
i	319794	10.2%
n	281614	8.9%
t	243247	7.7%
r	241301	7.7%
v	211039	6.7%
o	188151	6.0%
N	113109	3.6%
u	112786	3.6%
Other values (19)	553910	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2419701	76.9%
Space Separator	476729	15.1%
Uppercase Letter	224463	7.1%
Dash Punctuation	26494	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	405707	16.8%
i	319794	13.2%
n	281614	11.6%
t	243247	10.1%
r	241301	10.0%
v	211039	8.7%
o	188151	7.8%
u	112786	4.7%
s	112609	4.7%
a	111354	4.6%
Other values (11)	192099	7.9%

Uppercase Letter

Value	Count	Frequency (%)
N	113109	50.4%
P	81152	36.2%
S	18004	8.0%
L	8753	3.9%
F	3268	1.5%
W	177	0.1%

Space Separator

Value	Count	Frequency (%)
	476729	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26494	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2644164	84.0%
Common	503223	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	405707	15.3%
i	319794	12.1%
n	281614	10.7%
t	243247	9.2%
r	241301	9.1%
v	211039	8.0%
o	188151	7.1%
N	113109	4.3%
u	112786	4.3%
s	112609	4.3%
Other values (17)	414807	15.7%

Common

Value	Count	Frequency (%)
	476729	94.7%
-	26494	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3147387	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	476729	15.1%
e	405707	12.9%
i	319794	10.2%
n	281614	8.9%
t	243247	7.7%
r	241301	7.7%
v	211039	6.7%
o	188151	6.0%
N	113109	3.6%
u	112786	3.6%
Other values (19)	553910	17.6%

IndustryCode
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.33978874

Minimum	0
Maximum	51
Zeros	113109
Zeros (%)	50.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	33
95-th percentile	44
Maximum	51
Range	51
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.04723881
Coefficient of variation (CV)	1.176498524
Kurtosis	-1.501504475
Mean	15.33978874
Median Absolute Deviation (MAD)	0
Skewness	0.5163413471
Sum	3443215
Variance	325.7028286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113109	50.4%
33	19356	8.6%
43	9344	4.2%
4	6855	3.1%
42	5218	2.3%
45	4921	2.2%
29	4790	2.1%
37	4690	2.1%
41	4319	1.9%
32	4056	1.8%
Other values (42)	47805	21.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113109	50.4%
1	915	0.4%
2	2507	1.1%
3	682	0.3%
4	6855	3.1%
5	628	0.3%
6	597	0.3%
7	506	0.2%
8	604	0.3%
9	1122	0.5%

Value	Count	Frequency (%)
51	39	< 0.1%
50	1928	0.9%
49	657	0.3%
48	694	0.3%
47	1851	0.8%
46	204	0.1%
45	4921	2.2%
44	2827	1.3%
43	9344	4.2%
42	5218	2.3%

OccupationCode
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.33823392

Minimum	0
Maximum	46
Zeros	113109
Zeros (%)	50.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26
95-th percentile	38
Maximum	46
Range	46
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.46891626
Coefficient of variation (CV)	1.276117283
Kurtosis	-0.907283084
Mean	11.33823392
Median Absolute Deviation (MAD)	0
Skewness	0.8240818021
Sum	2545014
Variance	209.3495378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	113109	50.4%
2	9814	4.4%
26	8812	3.9%
19	6193	2.8%
29	5818	2.6%
36	4673	2.1%
34	4553	2.0%
10	4058	1.8%
16	3859	1.7%
33	3759	1.7%
Other values (37)	59815	26.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113109	50.4%
1	628	0.3%
2	9814	4.4%
3	3639	1.6%
4	1563	0.7%
5	958	0.4%
6	477	0.2%
7	831	0.4%
8	2387	1.1%
9	824	0.4%

Value	Count	Frequency (%)
46	39	< 0.1%
45	168	0.1%
44	1798	0.8%
43	1571	0.7%
42	2121	0.9%
41	1807	0.8%
40	720	0.3%
39	1145	0.5%
38	3420	1.5%
37	2519	1.1%

Education
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 MiB

High school graduate	54559
Children	53305
Some college but no degree	31216
Bachelors degree(BA AB BS)	22214
7th and 8th grade	9027
Other values (12)	54142

Length

Max length	39
Median length	21
Mean length	19.85110241
Min length	9

Characters and Unicode

Total characters	4455838
Distinct characters	47
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10th grade
2nd row	11th grade
3rd row	High school graduate
4th row	High school graduate
5th row	Masters degree(MA MS MEng MEd MSW MBA)

Common Values

Value	Count	Frequency (%)
High school graduate	54559	24.3%
Children	53305	23.7%
Some college but no degree	31216	13.9%
Bachelors degree(BA AB BS)	22214	9.9%
7th and 8th grade	9027	4.0%
10th grade	8460	3.8%
11th grade	7805	3.5%
Masters degree(MA MS MEng MEd MSW MBA)	7314	3.3%
9th grade	7021	3.1%
Associates degree-occup /vocational	6074	2.7%
Other values (7)	17468	7.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
school	56574	8.2%
high	54559	7.9%
graduate	54559	7.9%
children	53305	7.7%
grade	41510	6.0%
no	33676	4.9%
degree	33231	4.8%
some	31216	4.5%
college	31216	4.5%
but	31216	4.5%
Other values (42)	268690	39.0%

Most occurring characters

Value	Count	Frequency (%)
	689752	15.5%
e	515876	11.6%
o	278580	6.3%
r	274937	6.2%
g	269066	6.0%
d	253578	5.7%
h	242424	5.4%
a	231488	5.2%
l	203059	4.6%
t	170204	3.8%
Other values (37)	1326874	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3152526	70.8%
Space Separator	689752	15.5%
Uppercase Letter	451486	10.1%
Decimal Number	79147	1.8%
Open Punctuation	32980	0.7%
Close Punctuation	32980	0.7%
Dash Punctuation	10893	0.2%
Other Punctuation	6074	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	515876	16.4%
o	278580	8.8%
r	274937	8.7%
g	269066	8.5%
d	253578	8.0%
h	242424	7.7%
a	231488	7.3%
l	203059	6.4%
t	170204	5.4%
c	150194	4.8%
Other values (9)	563120	17.9%

Uppercase Letter

Value	Count	Frequency (%)
B	98185	21.7%
S	70073	15.5%
A	69949	15.5%
M	55228	12.2%
H	54559	12.1%
C	53305	11.8%
E	16065	3.6%
D	14386	3.2%
W	7314	1.6%
L	4940	1.1%
Other values (3)	7482	1.7%

Decimal Number

Value	Count	Frequency (%)
1	29469	37.2%
7	9027	11.4%
8	9027	11.4%
0	8460	10.7%
9	7021	8.9%
2	4489	5.7%
5	3798	4.8%
6	3798	4.8%
3	2029	2.6%
4	2029	2.6%

Space Separator

Value	Count	Frequency (%)
	689752	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	32980	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	32980	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10893	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	6074	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3604012	80.9%
Common	851826	19.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	515876	14.3%
o	278580	7.7%
r	274937	7.6%
g	269066	7.5%
d	253578	7.0%
h	242424	6.7%
a	231488	6.4%
l	203059	5.6%
t	170204	4.7%
c	150194	4.2%
Other values (22)	1014606	28.2%

Common

Value	Count	Frequency (%)
	689752	81.0%
(	32980	3.9%
)	32980	3.9%
1	29469	3.5%
-	10893	1.3%
7	9027	1.1%
8	9027	1.1%
0	8460	1.0%
9	7021	0.8%
/	6074	0.7%
Other values (5)	16143	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4455838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	689752	15.5%
e	515876	11.6%
o	278580	6.3%
r	274937	6.2%
g	269066	6.0%
d	253578	5.7%
h	242424	5.4%
a	231488	5.2%
l	203059	4.6%
t	170204	3.8%
Other values (37)	1326874	29.8%

WagePerHour
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1269
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.97750632

Minimum	0
Maximum	9900
Zeros	211831
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	480
Maximum	9900
Range	9900
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	273.0454213
Coefficient of variation (CV)	4.966493383
Kurtosis	152.8881264
Mean	54.97750632
Median Absolute Deviation (MAD)	0
Skewness	8.874793148
Sum	12340416
Variance	74553.80209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	211831	94.4%
500	826	0.4%
600	626	0.3%
700	572	0.3%
800	559	0.2%
1000	460	0.2%
425	419	0.2%
900	345	0.2%
550	315	0.1%
1200	282	0.1%
Other values (1259)	8228	3.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	211831	94.4%
20	1	< 0.1%
75	2	< 0.1%
100	9	< 0.1%
125	1	< 0.1%
135	1	< 0.1%
150	9	< 0.1%
170	1	< 0.1%
173	1	< 0.1%
178	1	< 0.1%

Value	Count	Frequency (%)
9900	1	< 0.1%
9800	2	< 0.1%
9400	2	< 0.1%
9000	1	< 0.1%
8831	1	< 0.1%
8800	2	< 0.1%
8600	1	< 0.1%
8500	1	< 0.1%
8300	1	< 0.1%
8000	6	< 0.1%

EnrollInEdUInstlastWk
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.6 MiB

Not in universe	210355
High school	7776
College or university	6332

Length

Max length	22
Median length	16
Mean length	16.03068657
Min length	12

Characters and Unicode

Total characters	3598296
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	210355	93.7%
High school	7776	3.5%
College or university	6332	2.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	210355	31.6%
in	210355	31.6%
universe	210355	31.6%
high	7776	1.2%
school	7776	1.2%
college	6332	1.0%
or	6332	1.0%
university	6332	1.0%

Most occurring characters

Value	Count	Frequency (%)
	665613	18.5%
i	441150	12.3%
e	439706	12.2%
n	427042	11.9%
o	238571	6.6%
s	224463	6.2%
r	223019	6.2%
t	216687	6.0%
u	216687	6.0%
v	216687	6.0%
Other values (8)	288671	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2708220	75.3%
Space Separator	665613	18.5%
Uppercase Letter	224463	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	441150	16.3%
e	439706	16.2%
n	427042	15.8%
o	238571	8.8%
s	224463	8.3%
r	223019	8.2%
t	216687	8.0%
u	216687	8.0%
v	216687	8.0%
l	20440	0.8%
Other values (4)	43768	1.6%

Uppercase Letter

Value	Count	Frequency (%)
N	210355	93.7%
H	7776	3.5%
C	6332	2.8%

Space Separator

Value	Count	Frequency (%)
	665613	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2932683	81.5%
Common	665613	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	441150	15.0%
e	439706	15.0%
n	427042	14.6%
o	238571	8.1%
s	224463	7.7%
r	223019	7.6%
t	216687	7.4%
u	216687	7.4%
v	216687	7.4%
N	210355	7.2%
Other values (7)	78316	2.7%

Common

Value	Count	Frequency (%)
	665613	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3598296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	665613	18.5%
i	441150	12.3%
e	439706	12.2%
n	427042	11.9%
o	238571	6.6%
s	224463	6.2%
r	223019	6.2%
t	216687	6.0%
u	216687	6.0%
v	216687	6.0%
Other values (8)	288671	8.0%

MaritalStatus
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 MiB

Never married	97232
Married-civilian spouse present	94770
Divorced	14395
Widowed	11771
Separated	3856
Other values (2)	2439

Length

Max length	32
Median length	14
Mean length	20.99920254
Min length	8

Characters and Unicode

Total characters	4713544
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Married-civilian spouse present
2nd row	Never married
3rd row	Married-civilian spouse present
4th row	Widowed
5th row	Never married

Common Values

Value	Count	Frequency (%)
Never married	97232	43.3%
Married-civilian spouse present	94770	42.2%
Divorced	14395	6.4%
Widowed	11771	5.2%
Separated	3856	1.7%
Married-spouse absent	1696	0.8%
Married-A F spouse present	743	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
never	97232	18.9%
married	97232	18.9%
spouse	95513	18.5%
present	95513	18.5%
married-civilian	94770	18.4%
divorced	14395	2.8%
widowed	11771	2.3%
separated	3856	0.7%
married-spouse	1696	0.3%
absent	1696	0.3%
Other values (2)	1486	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	712714	15.1%
r	599878	12.7%
	515160	10.9%
i	504917	10.7%
a	298619	6.3%
s	291627	6.2%
d	236234	5.0%
v	206397	4.4%
p	196578	4.2%
n	191979	4.1%
Other values (16)	959441	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3875226	82.2%
Space Separator	515160	10.9%
Uppercase Letter	225949	4.8%
Dash Punctuation	97209	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	712714	18.4%
r	599878	15.5%
i	504917	13.0%
a	298619	7.7%
s	291627	7.5%
d	236234	6.1%
v	206397	5.3%
p	196578	5.1%
n	191979	5.0%
o	123375	3.2%
Other values (7)	512908	13.2%

Uppercase Letter

Value	Count	Frequency (%)
N	97232	43.0%
M	97209	43.0%
D	14395	6.4%
W	11771	5.2%
S	3856	1.7%
A	743	0.3%
F	743	0.3%

Space Separator

Value	Count	Frequency (%)
	515160	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	97209	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4101175	87.0%
Common	612369	13.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	712714	17.4%
r	599878	14.6%
i	504917	12.3%
a	298619	7.3%
s	291627	7.1%
d	236234	5.8%
v	206397	5.0%
p	196578	4.8%
n	191979	4.7%
o	123375	3.0%
Other values (14)	738857	18.0%

Common

Value	Count	Frequency (%)
	515160	84.1%
-	97209	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4713544	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	712714	15.1%
r	599878	12.7%
	515160	10.9%
i	504917	10.7%
a	298619	6.3%
s	291627	6.2%
d	236234	5.0%
v	206397	4.4%
p	196578	4.2%
n	191979	4.1%
Other values (16)	959441	20.4%

MajorIndustryCode
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.4 MiB

Not in universe or children	113109
Retail trade	19356
Manufacturing-durable goods	10083
Education	9344
Manufacturing-nondurable goods	7716
Other values (19)	64855

Length

Max length	36
Median length	28
Mean length	24.37834298
Min length	7

Characters and Unicode

Total characters	5472036
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe or children
2nd row	Manufacturing-nondurable goods
3rd row	Personal services except private HH
4th row	Not in universe or children
5th row	Other professional services

Common Values

Value	Count	Frequency (%)
Not in universe or children	113109	50.4%
Retail trade	19356	8.6%
Manufacturing-durable goods	10083	4.5%
Education	9344	4.2%
Manufacturing-nondurable goods	7716	3.4%
Finance insurance and real estate	6928	3.1%
Construction	6855	3.1%
Business and repair services	6577	2.9%
Medical except hospital	5218	2.3%
Public administration	5130	2.3%
Other values (14)	34147	15.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	113109	13.8%
universe	113109	13.8%
or	113109	13.8%
children	113109	13.8%
in	113109	13.8%
services	24363	3.0%
trade	23412	2.9%
retail	19356	2.4%
goods	17799	2.2%
and	15025	1.8%
Other values (34)	152406	18.6%

Most occurring characters

Value	Count	Frequency (%)
	817906	14.9%
e	554544	10.1%
i	511219	9.3%
n	501646	9.2%
r	499514	9.1%
o	341954	6.2%
t	272236	5.0%
s	262440	4.8%
a	214724	3.9%
c	211802	3.9%
Other values (28)	1284051	23.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4405231	80.5%
Space Separator	817906	14.9%
Uppercase Letter	231100	4.2%
Dash Punctuation	17799	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	554544	12.6%
i	511219	11.6%
n	501646	11.4%
r	499514	11.3%
o	341954	7.8%
t	272236	6.2%
s	262440	6.0%
a	214724	4.9%
c	211802	4.8%
u	210611	4.8%
Other values (11)	824541	18.7%

Uppercase Letter

Value	Count	Frequency (%)
N	113109	48.9%
M	23699	10.3%
R	19356	8.4%
E	11189	4.8%
H	10917	4.7%
P	9533	4.1%
C	8178	3.5%
F	7171	3.1%
B	6577	2.8%
O	4921	2.1%
Other values (5)	16450	7.1%

Space Separator

Value	Count	Frequency (%)
	817906	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17799	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4636331	84.7%
Common	835705	15.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	554544	12.0%
i	511219	11.0%
n	501646	10.8%
r	499514	10.8%
o	341954	7.4%
t	272236	5.9%
s	262440	5.7%
a	214724	4.6%
c	211802	4.6%
u	210611	4.5%
Other values (26)	1055641	22.8%

Common

Value	Count	Frequency (%)
	817906	97.9%
-	17799	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5472036	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	817906	14.9%
e	554544	10.1%
i	511219	9.3%
n	501646	9.2%
r	499514	9.1%
o	341954	6.2%
t	272236	5.0%
s	262440	4.8%
a	214724	3.9%
c	211802	3.9%
Other values (28)	1284051	23.5%

MajorOccupationCode
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.6 MiB

Not in universe	113109
Adm support including clerical	16561
Professional specialty	15559
Executive admin and managerial	14081
Other service	13723
Other values (10)	51430

Length

Max length	38
Median length	16
Mean length	20.76106084
Min length	6

Characters and Unicode

Total characters	4660090
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Transportation and material moving
3rd row	Other service
4th row	Not in universe
5th row	Executive admin and managerial

Common Values

Value	Count	Frequency (%)
Not in universe	113109	50.4%
Adm support including clerical	16561	7.4%
Professional specialty	15559	6.9%
Executive admin and managerial	14081	6.3%
Other service	13723	6.1%
Sales	13363	6.0%
Precision production craft & repair	11923	5.3%
Machine operators assmblrs & inspctrs	7192	3.2%
Handlers equip cleaners etc	4648	2.1%
Transportation and material moving	4565	2.0%
Other values (5)	9739	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	113109	16.1%
universe	113109	16.1%
in	113109	16.1%
and	25551	3.6%
support	19929	2.8%
	19115	2.7%
including	16561	2.4%
adm	16561	2.4%
clerical	16561	2.4%
specialty	15559	2.2%
Other values (33)	231293	33.0%

Most occurring characters

Value	Count	Frequency (%)
	705105	15.1%
i	466341	10.0%
e	461606	9.9%
n	403643	8.7%
r	337706	7.2%
s	292728	6.3%
t	244549	5.2%
o	235295	5.0%
a	227088	4.9%
u	181171	3.9%
Other values (24)	1104858	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3711368	79.6%
Space Separator	705105	15.1%
Uppercase Letter	224502	4.8%
Other Punctuation	19115	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	466341	12.6%
e	461606	12.4%
n	403643	10.9%
r	337706	9.1%
s	292728	7.9%
t	244549	6.6%
o	235295	6.3%
a	227088	6.1%
u	181171	4.9%
c	163940	4.4%
Other values (12)	697301	18.8%

Uppercase Letter

Value	Count	Frequency (%)
N	113109	50.4%
P	30277	13.5%
A	16600	7.4%
E	14081	6.3%
O	13723	6.1%
S	13363	6.0%
T	7933	3.5%
M	7192	3.2%
H	4648	2.1%
F	3576	1.6%

Space Separator

Value	Count	Frequency (%)
	705105	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	19115	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3935870	84.5%
Common	724220	15.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	466341	11.8%
e	461606	11.7%
n	403643	10.3%
r	337706	8.6%
s	292728	7.4%
t	244549	6.2%
o	235295	6.0%
a	227088	5.8%
u	181171	4.6%
c	163940	4.2%
Other values (22)	921803	23.4%

Common

Value	Count	Frequency (%)
	705105	97.4%
&	19115	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4660090	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	705105	15.1%
i	466341	10.0%
e	461606	9.9%
n	403643	8.7%
r	337706	7.2%
s	292728	6.3%
t	244549	5.2%
o	235295	5.0%
a	227088	4.9%
u	181171	3.9%
Other values (24)	1104858	23.7%

Race
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.7 MiB

White	188125
Black	22980
Asian or Pacific Islander	6574
Other	4190
Amer Indian Aleut or Eskimo	2594

Length

Max length	28
Median length	6
Mean length	6.839995901
Min length	6

Characters and Unicode

Total characters	1535326
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	White
2nd row	White
3rd row	White
4th row	White
5th row	White

Common Values

Value	Count	Frequency (%)
White	188125	83.8%
Black	22980	10.2%
Asian or Pacific Islander	6574	2.9%
Other	4190	1.9%
Amer Indian Aleut or Eskimo	2594	1.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
white	188125	73.9%
black	22980	9.0%
or	9168	3.6%
asian	6574	2.6%
pacific	6574	2.6%
islander	6574	2.6%
other	4190	1.6%
amer	2594	1.0%
indian	2594	1.0%
aleut	2594	1.0%

Most occurring characters

Value	Count	Frequency (%)
	254561	16.6%
i	213035	13.9%
e	204077	13.3%
t	194909	12.7%
h	192315	12.5%
W	188125	12.3%
a	45296	3.0%
c	36128	2.4%
l	32148	2.1%
k	25574	1.7%
Other values (14)	149158	9.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1035372	67.4%
Space Separator	254561	16.6%
Uppercase Letter	245393	16.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	213035	20.6%
e	204077	19.7%
t	194909	18.8%
h	192315	18.6%
a	45296	4.4%
c	36128	3.5%
l	32148	3.1%
k	25574	2.5%
r	22526	2.2%
n	18336	1.8%
Other values (6)	51028	4.9%

Uppercase Letter

Value	Count	Frequency (%)
W	188125	76.7%
B	22980	9.4%
A	11762	4.8%
I	9168	3.7%
P	6574	2.7%
O	4190	1.7%
E	2594	1.1%

Space Separator

Value	Count	Frequency (%)
	254561	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1280765	83.4%
Common	254561	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	213035	16.6%
e	204077	15.9%
t	194909	15.2%
h	192315	15.0%
W	188125	14.7%
a	45296	3.5%
c	36128	2.8%
l	32148	2.5%
k	25574	2.0%
B	22980	1.8%
Other values (13)	126178	9.9%

Common

Value	Count	Frequency (%)
	254561	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1535326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	254561	16.6%
i	213035	13.9%
e	204077	13.3%
t	194909	12.7%
h	192315	12.5%
W	188125	12.3%
a	45296	3.0%
c	36128	2.4%
l	32148	2.1%
k	25574	1.7%
Other values (14)	149158	9.7%

HispanicOrigin
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.6 MiB

All other	193369
Mexican-American	9030
Mexican (Mexicano)	8222
Central or South American	4417
Puerto Rican	3676
Other values (5)	5749

Length

Max length	26
Median length	10
Mean length	10.9711712
Min length	3

Characters and Unicode

Total characters	2462622
Distinct characters	31
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	All other
2nd row	All other
3rd row	All other
4th row	All other
5th row	All other

Common Values

Value	Count	Frequency (%)
All other	193369	86.1%
Mexican-American	9030	4.0%
Mexican (Mexicano)	8222	3.7%
Central or South American	4417	2.0%
Puerto Rican	3676	1.6%
Other Spanish	2778	1.2%
Cuban	1323	0.6%
NA	964	0.4%
Do not know	345	0.2%
Chicano	339	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
other	196147	43.9%
all	193369	43.3%
mexican-american	9030	2.0%
mexican	8222	1.8%
mexicano	8222	1.8%
central	4417	1.0%
or	4417	1.0%
south	4417	1.0%
american	4417	1.0%
puerto	3676	0.8%
Other values (8)	10115	2.3%

Most occurring characters

Value	Count	Frequency (%)
	446449	18.1%
l	391155	15.9%
e	243161	9.9%
r	222104	9.0%
o	215475	8.7%
t	209002	8.5%
A	207780	8.4%
h	203681	8.3%
n	52144	2.1%
a	51454	2.1%
Other values (21)	220217	8.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1732732	70.4%
Space Separator	446449	18.1%
Uppercase Letter	257967	10.5%
Dash Punctuation	9030	0.4%
Open Punctuation	8222	0.3%
Close Punctuation	8222	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	391155	22.6%
e	243161	14.0%
r	222104	12.8%
o	215475	12.4%
t	209002	12.1%
h	203681	11.8%
n	52144	3.0%
a	51454	3.0%
i	45714	2.6%
c	42936	2.5%
Other values (8)	55906	3.2%

Uppercase Letter

Value	Count	Frequency (%)
A	207780	80.5%
M	25474	9.9%
S	7195	2.8%
C	6079	2.4%
P	3676	1.4%
R	3676	1.4%
O	2778	1.1%
N	964	0.4%
D	345	0.1%

Space Separator

Value	Count	Frequency (%)
	446449	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8222	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8222	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9030	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1990699	80.8%
Common	471923	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	391155	19.6%
e	243161	12.2%
r	222104	11.2%
o	215475	10.8%
t	209002	10.5%
A	207780	10.4%
h	203681	10.2%
n	52144	2.6%
a	51454	2.6%
i	45714	2.3%
Other values (17)	149029	7.5%

Common

Value	Count	Frequency (%)
	446449	94.6%
-	9030	1.9%
(	8222	1.7%
)	8222	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2462622	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	446449	18.1%
l	391155	15.9%
e	243161	9.9%
r	222104	9.0%
o	215475	8.7%
t	209002	8.5%
A	207780	8.4%
h	203681	8.3%
n	52144	2.1%
a	51454	2.1%
Other values (21)	220217	8.9%

Sex
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.5 MiB

Female	116770
Male	107693

Length

Max length	7
Median length	7
Mean length	6.040438736
Min length	5

Characters and Unicode

Total characters	1355855
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Male
4th row	Female
5th row	Male

Common Values

Value	Count	Frequency (%)
Female	116770	52.0%
Male	107693	48.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
female	116770	52.0%
male	107693	48.0%

Most occurring characters

Value	Count	Frequency (%)
e	341233	25.2%
	224463	16.6%
a	224463	16.6%
l	224463	16.6%
F	116770	8.6%
m	116770	8.6%
M	107693	7.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	906929	66.9%
Space Separator	224463	16.6%
Uppercase Letter	224463	16.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	341233	37.6%
a	224463	24.7%
l	224463	24.7%
m	116770	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	116770	52.0%
M	107693	48.0%

Space Separator

Value	Count	Frequency (%)
	224463	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1131392	83.4%
Common	224463	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	341233	30.2%
a	224463	19.8%
l	224463	19.8%
F	116770	10.3%
m	116770	10.3%
M	107693	9.5%

Common

Value	Count	Frequency (%)
	224463	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1355855	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	341233	25.2%
	224463	16.6%
a	224463	16.6%
l	224463	16.6%
F	116770	8.6%
m	116770	8.6%
M	107693	7.9%

MemberOfALaborUnion
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 MiB

Not in universe	203036
No	18066
Yes	3361

Length

Max length	16
Median length	16
Mean length	14.7740073
Min length	3

Characters and Unicode

Total characters	3316218
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	203036	90.5%
No	18066	8.0%
Yes	3361	1.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	203036	32.2%
in	203036	32.2%
universe	203036	32.2%
no	18066	2.9%
yes	3361	0.5%

Most occurring characters

Value	Count	Frequency (%)
	630535	19.0%
e	409433	12.3%
i	406072	12.2%
n	406072	12.2%
N	221102	6.7%
o	221102	6.7%
s	206397	6.2%
t	203036	6.1%
u	203036	6.1%
v	203036	6.1%
Other values (2)	206397	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2461220	74.2%
Space Separator	630535	19.0%
Uppercase Letter	224463	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	409433	16.6%
i	406072	16.5%
n	406072	16.5%
o	221102	9.0%
s	206397	8.4%
t	203036	8.2%
u	203036	8.2%
v	203036	8.2%
r	203036	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	221102	98.5%
Y	3361	1.5%

Space Separator

Value	Count	Frequency (%)
	630535	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2685683	81.0%
Common	630535	19.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	409433	15.2%
i	406072	15.1%
n	406072	15.1%
N	221102	8.2%
o	221102	8.2%
s	206397	7.7%
t	203036	7.6%
u	203036	7.6%
v	203036	7.6%
r	203036	7.6%

Common

Value	Count	Frequency (%)
	630535	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3316218	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	630535	19.0%
e	409433	12.3%
i	406072	12.2%
n	406072	12.2%
N	221102	6.7%
o	221102	6.7%
s	206397	6.2%
t	203036	6.1%
u	203036	6.1%
v	203036	6.1%
Other values (2)	206397	6.2%

ReasonForUnemployment
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.6 MiB

Not in universe	217541
Other job loser	2355
Re-entrant	2323
Job loser - on layoff	1108
Job leaver	636

Length

Max length	22
Median length	16
Mean length	15.95479433
Min length	11

Characters and Unicode

Total characters	3581261
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	217541	96.9%
Other job loser	2355	1.0%
Re-entrant	2323	1.0%
Job loser - on layoff	1108	0.5%
Job leaver	636	0.3%
New entrant	500	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	217541	32.5%
in	217541	32.5%
universe	217541	32.5%
job	4099	0.6%
loser	3463	0.5%
other	2355	0.4%
re-entrant	2323	0.3%
	1108	0.2%
on	1108	0.2%
layoff	1108	0.2%
Other values (3)	1636	0.2%

Most occurring characters

Value	Count	Frequency (%)
	669823	18.7%
e	447818	12.5%
n	441836	12.3%
i	435082	12.1%
o	227319	6.3%
r	226818	6.3%
t	225542	6.3%
s	221004	6.2%
v	218177	6.1%
N	218041	6.1%
Other values (13)	249801	7.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2683544	74.9%
Space Separator	669823	18.7%
Uppercase Letter	224463	6.3%
Dash Punctuation	3431	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	447818	16.7%
n	441836	16.5%
i	435082	16.2%
o	227319	8.5%
r	226818	8.5%
t	225542	8.4%
s	221004	8.2%
v	218177	8.1%
u	217541	8.1%
l	5207	0.2%
Other values (7)	17200	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	218041	97.1%
O	2355	1.0%
R	2323	1.0%
J	1744	0.8%

Space Separator

Value	Count	Frequency (%)
	669823	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3431	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2908007	81.2%
Common	673254	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	447818	15.4%
n	441836	15.2%
i	435082	15.0%
o	227319	7.8%
r	226818	7.8%
t	225542	7.8%
s	221004	7.6%
v	218177	7.5%
N	218041	7.5%
u	217541	7.5%
Other values (11)	28829	1.0%

Common

Value	Count	Frequency (%)
	669823	99.5%
-	3431	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3581261	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	669823	18.7%
e	447818	12.5%
n	441836	12.3%
i	435082	12.1%
o	227319	6.3%
r	226818	6.3%
t	225542	6.3%
s	221004	6.2%
v	218177	6.1%
N	218041	6.1%
Other values (13)	249801	7.0%

FullOrPartTimeEmploymentStat
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.2 MiB

Children or Armed Forces	139314
Full-time schedules	45944
Not in labor force	29933
PT for non-econ reasons usually FT	3770
Unemployed full-time	2637
Other values (3)	2865

Length

Max length	35
Median length	25
Mean length	23.33659445
Min length	19

Characters and Unicode

Total characters	5238202
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in labor force
2nd row	Children or Armed Forces
3rd row	Full-time schedules
4th row	Not in labor force
5th row	Children or Armed Forces

Common Values

Value	Count	Frequency (%)
Children or Armed Forces	139314	62.1%
Full-time schedules	45944	20.5%
Not in labor force	29933	13.3%
PT for non-econ reasons usually FT	3770	1.7%
Unemployed full-time	2637	1.2%
PT for econ reasons usually PT	1361	0.6%
Unemployed part- time	933	0.4%
PT for econ reasons usually FT	571	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
children	139314	17.2%
or	139314	17.2%
armed	139314	17.2%
forces	139314	17.2%
full-time	48581	6.0%
schedules	45944	5.7%
not	29933	3.7%
in	29933	3.7%
labor	29933	3.7%
force	29933	3.7%
Other values (10)	39648	4.9%

Most occurring characters

Value	Count	Frequency (%)
	811161	15.5%
r	629459	12.0%
e	607821	11.6%
o	392873	7.5%
d	328142	6.3%
l	327327	6.2%
s	248308	4.7%
c	220893	4.2%
i	218761	4.2%
m	192398	3.7%
Other values (17)	1261059	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3853560	73.6%
Space Separator	811161	15.5%
Uppercase Letter	520197	9.9%
Dash Punctuation	53284	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	629459	16.3%
e	607821	15.8%
o	392873	10.2%
d	328142	8.5%
l	327327	8.5%
s	248308	6.4%
c	220893	5.7%
i	218761	5.7%
m	192398	5.0%
n	191761	5.0%
Other values (8)	495817	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	189599	36.4%
C	139314	26.8%
A	139314	26.8%
N	29933	5.8%
T	11404	2.2%
P	7063	1.4%
U	3570	0.7%

Space Separator

Value	Count	Frequency (%)
	811161	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	53284	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4373757	83.5%
Common	864445	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	629459	14.4%
e	607821	13.9%
o	392873	9.0%
d	328142	7.5%
l	327327	7.5%
s	248308	5.7%
c	220893	5.1%
i	218761	5.0%
m	192398	4.4%
n	191761	4.4%
Other values (15)	1016014	23.2%

Common

Value	Count	Frequency (%)
	811161	93.8%
-	53284	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5238202	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	811161	15.5%
r	629459	12.0%
e	607821	11.6%
o	392873	7.5%
d	328142	6.3%
l	327327	6.2%
s	248308	4.7%
c	220893	4.2%
i	218761	4.2%
m	192398	3.7%
Other values (17)	1261059	24.1%

CapitalGains
Real number (ℝ_≥0)

ZEROS

Distinct	131
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	425.0153967

Minimum	0
Maximum	99999
Zeros	216173
Zeros (%)	96.3%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4607.07145
Coefficient of variation (CV)	10.83977542
Kurtosis	407.080054
Mean	425.0153967
Median Absolute Deviation (MAD)	0
Skewness	19.2963265
Sum	95400231
Variance	21225107.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	216173	96.3%
15024	862	0.4%
7298	693	0.3%
7688	667	0.3%
99999	420	0.2%
3103	253	0.1%
5178	230	0.1%
4386	186	0.1%
5013	160	0.1%
10520	130	0.1%
Other values (121)	4689	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	216173	96.3%
114	17	< 0.1%
401	41	< 0.1%
594	98	< 0.1%
914	19	< 0.1%
991	69	< 0.1%
1055	79	< 0.1%
1086	112	< 0.1%
1090	1	< 0.1%
1111	7	< 0.1%

Value	Count	Frequency (%)
99999	420	0.2%
41310	5	< 0.1%
34095	10	< 0.1%
27828	110	< 0.1%
25236	24	< 0.1%
25124	24	< 0.1%
22040	2	< 0.1%
20051	82	< 0.1%
18481	16	< 0.1%
15831	18	< 0.1%

CapitalLosses
Real number (ℝ_≥0)

ZEROS

Distinct	113
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.51214231

Minimum	0
Maximum	4608
Zeros	220033
Zeros (%)	98.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4608
Range	4608
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	272.7890742
Coefficient of variation (CV)	7.272020669
Kurtosis	62.56600846
Mean	37.51214231
Median Absolute Deviation (MAD)	0
Skewness	7.65772334
Sum	8420088
Variance	74413.87903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	220033	98.0%
1902	460	0.2%
1977	456	0.2%
1887	396	0.2%
1602	208	0.1%
2415	130	0.1%
1485	118	0.1%
1848	107	< 0.1%
1876	97	< 0.1%
1672	97	< 0.1%
Other values (103)	2361	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	220033	98.0%
155	2	< 0.1%
213	13	< 0.1%
323	8	< 0.1%
419	40	< 0.1%
625	30	< 0.1%
653	10	< 0.1%
772	6	< 0.1%
810	7	< 0.1%
880	10	< 0.1%

Value	Count	Frequency (%)
4608	7	< 0.1%
4356	38	< 0.1%
3900	3	< 0.1%
3770	7	< 0.1%
3683	5	< 0.1%
3500	8	< 0.1%
3175	10	< 0.1%
3004	12	< 0.1%
2824	34	< 0.1%
2788	5	< 0.1%

DividendsFromStocks
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	1555
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	194.5972076

Minimum	0
Maximum	99999
Zeros	200794
Zeros (%)	89.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	400
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1941.531084
Coefficient of variation (CV)	9.977178543
Kurtosis	1073.540847
Mean	194.5972076
Median Absolute Deviation (MAD)	0
Skewness	27.45959869
Sum	43679873
Variance	3769542.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	200794	89.5%
100	1262	0.6%
500	1176	0.5%
200	1000	0.4%
1000	983	0.4%
50	918	0.4%
2000	624	0.3%
150	622	0.3%
250	613	0.3%
300	596	0.3%
Other values (1545)	15875	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	200794	89.5%
1	519	0.2%
2	215	0.1%
3	138	0.1%
4	81	< 0.1%
5	189	0.1%
6	108	< 0.1%
7	93	< 0.1%
8	105	< 0.1%
9	66	< 0.1%

Value	Count	Frequency (%)
99999	24	< 0.1%
90000	1	< 0.1%
81000	1	< 0.1%
75000	7	< 0.1%
70000	3	< 0.1%
66621	2	< 0.1%
60000	7	< 0.1%
57678	1	< 0.1%
55000	2	< 0.1%
54600	2	< 0.1%

TaxFilerStat
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.1 MiB

Nonfiler	84429
Joint both under 65	75706
Single	42203
Joint both 65+	9416
Head of household	8301

Length

Max length	29
Median length	9
Mean length	13.31128961
Min length	7

Characters and Unicode

Total characters	2987892
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Nonfiler
2nd row	Single
3rd row	Joint both under 65
4th row	Single
5th row	Nonfiler

Common Values

Value	Count	Frequency (%)
Nonfiler	84429	37.6%
Joint both under 65	75706	33.7%
Single	42203	18.8%
Joint both 65+	9416	4.2%
Head of household	8301	3.7%
Joint one under 65 & one 65+	4408	2.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
65	93938	18.3%
joint	89530	17.4%
both	85122	16.6%
nonfiler	84429	16.4%
under	80114	15.6%
single	42203	8.2%
one	8816	1.7%
head	8301	1.6%
of	8301	1.6%
household	8301	1.6%

Most occurring characters

Value	Count	Frequency (%)
	513463	17.2%
n	305092	10.2%
o	292800	9.8%
e	232164	7.8%
i	216162	7.2%
t	174652	5.8%
r	164543	5.5%
l	134933	4.5%
h	101724	3.4%
d	96716	3.2%
Other values (14)	755643	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2043858	68.4%
Space Separator	513463	17.2%
Uppercase Letter	224463	7.5%
Decimal Number	187876	6.3%
Math Symbol	13824	0.5%
Other Punctuation	4408	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	305092	14.9%
o	292800	14.3%
e	232164	11.4%
i	216162	10.6%
t	174652	8.5%
r	164543	8.1%
l	134933	6.6%
h	101724	5.0%
d	96716	4.7%
f	92730	4.5%
Other values (5)	232342	11.4%

Uppercase Letter

Value	Count	Frequency (%)
J	89530	39.9%
N	84429	37.6%
S	42203	18.8%
H	8301	3.7%

Decimal Number

Value	Count	Frequency (%)
6	93938	50.0%
5	93938	50.0%

Space Separator

Value	Count	Frequency (%)
	513463	100.0%

Math Symbol

Value	Count	Frequency (%)
+	13824	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	4408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2268321	75.9%
Common	719571	24.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	305092	13.5%
o	292800	12.9%
e	232164	10.2%
i	216162	9.5%
t	174652	7.7%
r	164543	7.3%
l	134933	5.9%
h	101724	4.5%
d	96716	4.3%
f	92730	4.1%
Other values (9)	456805	20.1%

Common

Value	Count	Frequency (%)
	513463	71.4%
6	93938	13.1%
5	93938	13.1%
+	13824	1.9%
&	4408	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2987892	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	513463	17.2%
n	305092	10.2%
o	292800	9.8%
e	232164	7.8%
i	216162	7.2%
t	174652	5.8%
r	164543	5.5%
l	134933	4.5%
h	101724	3.4%
d	96716	3.2%
Other values (14)	755643	25.3%

RegionOfPreviousResidence
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.5 MiB

Not in universe	206814
South	5480
West	4589
Midwest	3990
Northeast	3037

Length

Max length	16
Median length	16
Mean length	15.28541452
Min length	5

Characters and Unicode

Total characters	3431010
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	South
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	206814	92.1%
South	5480	2.4%
West	4589	2.0%
Midwest	3990	1.8%
Northeast	3037	1.4%
Abroad	553	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	206814	32.4%
in	206814	32.4%
universe	206814	32.4%
south	5480	0.9%
west	4589	0.7%
midwest	3990	0.6%
northeast	3037	0.5%
abroad	553	0.1%

Most occurring characters

Value	Count	Frequency (%)
	638091	18.6%
e	425244	12.4%
i	417618	12.2%
n	413628	12.1%
t	226947	6.6%
s	218430	6.4%
o	215884	6.3%
u	212294	6.2%
r	210404	6.1%
N	209851	6.1%
Other values (10)	242619	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2568456	74.9%
Space Separator	638091	18.6%
Uppercase Letter	224463	6.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	425244	16.6%
i	417618	16.3%
n	413628	16.1%
t	226947	8.8%
s	218430	8.5%
o	215884	8.4%
u	212294	8.3%
r	210404	8.2%
v	206814	8.1%
h	8517	0.3%
Other values (4)	12676	0.5%

Uppercase Letter

Value	Count	Frequency (%)
N	209851	93.5%
S	5480	2.4%
W	4589	2.0%
M	3990	1.8%
A	553	0.2%

Space Separator

Value	Count	Frequency (%)
	638091	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2792919	81.4%
Common	638091	18.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	425244	15.2%
i	417618	15.0%
n	413628	14.8%
t	226947	8.1%
s	218430	7.8%
o	215884	7.7%
u	212294	7.6%
r	210404	7.5%
N	209851	7.5%
v	206814	7.4%
Other values (9)	35805	1.3%

Common

Value	Count	Frequency (%)
	638091	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3431010	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	638091	18.6%
e	425244	12.4%
i	417618	12.2%
n	413628	12.1%
t	226947	6.6%
s	218430	6.4%
o	215884	6.3%
u	212294	6.2%
r	210404	6.1%
N	209851	6.1%
Other values (10)	242619	7.1%

StateOfPreviousResidence
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	50
Distinct (%)	< 0.1%
Missing	794
Missing (%)	0.4%
Memory size	15.5 MiB

Not in universe	206814
California	1952
Utah	1202
Florida	956
North Carolina	917
Other values (45)	11828

Length

Max length	21
Median length	16
Mean length	15.50706177
Min length	5

Characters and Unicode

Total characters	3468449
Distinct characters	45
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Arkansas
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	206814	92.1%
California	1952	0.9%
Utah	1202	0.5%
Florida	956	0.4%
North Carolina	917	0.4%
Abroad	725	0.3%
Oklahoma	677	0.3%
Minnesota	665	0.3%
Indiana	640	0.3%
North Dakota	523	0.2%
Other values (40)	8598	3.8%
(Missing)	794	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	206814	32.3%
universe	206814	32.3%
in	206814	32.3%
california	1952	0.3%
north	1440	0.2%
utah	1202	0.2%
new	1088	0.2%
carolina	1029	0.2%
florida	956	0.1%
abroad	725	0.1%
Other values (45)	11754	1.8%

Most occurring characters

Value	Count	Frequency (%)
	640588	18.5%
i	427997	12.3%
n	424720	12.2%
e	420032	12.1%
o	219817	6.3%
r	216147	6.2%
s	213006	6.1%
t	212884	6.1%
N	209749	6.0%
u	208185	6.0%
Other values (35)	275324	7.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2601027	75.0%
Space Separator	640588	18.5%
Uppercase Letter	226834	6.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	427997	16.5%
n	424720	16.3%
e	420032	16.1%
o	219817	8.5%
r	216147	8.3%
s	213006	8.2%
t	212884	8.2%
u	208185	8.0%
v	207233	8.0%
a	21431	0.8%
Other values (14)	29575	1.1%

Uppercase Letter

Value	Count	Frequency (%)
N	209749	92.5%
C	3490	1.5%
M	2785	1.2%
A	1806	0.8%
U	1202	0.5%
O	1174	0.5%
I	1061	0.5%
F	956	0.4%
D	901	0.4%
W	627	0.3%
Other values (10)	3083	1.4%

Space Separator

Value	Count	Frequency (%)
	640588	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2827861	81.5%
Common	640588	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	427997	15.1%
n	424720	15.0%
e	420032	14.9%
o	219817	7.8%
r	216147	7.6%
s	213006	7.5%
t	212884	7.5%
N	209749	7.4%
u	208185	7.4%
v	207233	7.3%
Other values (34)	68091	2.4%

Common

Value	Count	Frequency (%)
	640588	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3468449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	640588	18.5%
i	427997	12.3%
n	424720	12.2%
e	420032	12.1%
o	219817	6.3%
r	216147	6.2%
s	213006	6.1%
t	212884	6.1%
N	209749	6.0%
u	208185	6.0%
Other values (35)	275324	7.9%

DetailedHholdAndFamStat
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.7 MiB

Householder	59869
Child <18 never marr not in subfamily	56542
Spouse of householder	46838
Nonfamily householder	25087
Child 18+ never marr Not in a subfamily	13586
Other values (33)	22541

Length

Max length	48
Median length	22
Mean length	25.71041107
Min length	12

Characters and Unicode

Total characters	5771036
Distinct characters	35
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Householder
2nd row	Secondary individual
3rd row	Householder
4th row	Secondary individual
5th row	Child 18+ never marr Not in a subfamily

Common Values

Value	Count	Frequency (%)
Householder	59869	26.7%
Child <18 never marr not in subfamily	56542	25.2%
Spouse of householder	46838	20.9%
Nonfamily householder	25087	11.2%
Child 18+ never marr Not in a subfamily	13586	6.1%
Secondary individual	6938	3.1%
Other Rel 18+ ever marr not in subfamily	2221	1.0%
Grandchild <18 never marr child of subfamily RP	2062	0.9%
Other Rel 18+ never marr not in subfamily	1927	0.9%
Grandchild <18 never marr not in subfamily	1183	0.5%
Other values (28)	8210	3.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
householder	131794	14.9%
subfamily	85520	9.7%
18	84687	9.6%
marr	82929	9.4%
never	78011	8.8%
in	77977	8.8%
not	77766	8.8%
child	76610	8.6%
of	55485	6.3%
spouse	47824	5.4%
Other values (15)	87275	9.9%

Most occurring characters

Value	Count	Frequency (%)
	885878	15.4%
e	502008	8.7%
o	476899	8.3%
r	401527	7.0%
l	338479	5.9%
h	291196	5.0%
i	289545	5.0%
u	274991	4.8%
s	266272	4.6%
n	264229	4.6%
Other values (25)	1780012	30.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4370878	75.7%
Space Separator	885878	15.4%
Uppercase Letter	261049	4.5%
Decimal Number	169374	2.9%
Math Symbol	83857	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	502008	11.5%
o	476899	10.9%
r	401527	9.2%
l	338479	7.7%
h	291196	6.7%
i	289545	6.6%
u	274991	6.3%
s	266272	6.1%
n	264229	6.0%
d	238372	5.5%
Other values (11)	1027360	23.5%

Uppercase Letter

Value	Count	Frequency (%)
C	73820	28.3%
H	59869	22.9%
S	53839	20.6%
N	39811	15.3%
R	14878	5.7%
P	7754	3.0%
O	7124	2.7%
G	3743	1.4%
I	211	0.1%

Decimal Number

Value	Count	Frequency (%)
1	84687	50.0%
8	84687	50.0%

Math Symbol

Value	Count	Frequency (%)
<	61348	73.2%
+	22509	26.8%

Space Separator

Value	Count	Frequency (%)
	885878	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4631927	80.3%
Common	1139109	19.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	502008	10.8%
o	476899	10.3%
r	401527	8.7%
l	338479	7.3%
h	291196	6.3%
i	289545	6.3%
u	274991	5.9%
s	266272	5.7%
n	264229	5.7%
d	238372	5.1%
Other values (20)	1288409	27.8%

Common

Value	Count	Frequency (%)
	885878	77.8%
1	84687	7.4%
8	84687	7.4%
<	61348	5.4%
+	22509	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5771036	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	885878	15.4%
e	502008	8.7%
o	476899	8.3%
r	401527	7.0%
l	338479	5.9%
h	291196	5.0%
i	289545	5.0%
u	274991	4.8%
s	266272	4.6%
n	264229	4.6%
Other values (25)	1780012	30.8%

DetailedHholdSumInHhold
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 MiB

Householder	84976
Child under 18 never married	56657
Spouse of householder	46851
Child 18 or older	16307
Other relative of householder	10873
Other values (3)	8799

Length

Max length	37
Median length	22
Mean length	20.28046493
Min length	12

Characters and Unicode

Total characters	4552214
Distinct characters	29
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Householder
2nd row	Nonrelative of householder
3rd row	Householder
4th row	Nonrelative of householder
5th row	Child 18 or older

Common Values

Value	Count	Frequency (%)
Householder	84976	37.9%
Child under 18 never married	56657	25.2%
Spouse of householder	46851	20.9%
Child 18 or older	16307	7.3%
Other relative of householder	10873	4.8%
Nonrelative of householder	8612	3.8%
Group Quarters- Secondary individual	139	0.1%
Child under 18 ever married	48	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
householder	151312	23.5%
child	73012	11.3%
18	73012	11.3%
of	66336	10.3%
under	56705	8.8%
married	56705	8.8%
never	56657	8.8%
spouse	46851	7.3%
older	16307	2.5%
or	16307	2.5%
Other values (8)	30962	4.8%

Most occurring characters

Value	Count	Frequency (%)
	644166	14.2%
e	642723	14.1%
o	457315	10.0%
r	441660	9.7%
d	354458	7.8%
h	301533	6.6%
l	260255	5.7%
u	255285	5.6%
s	198302	4.4%
i	149619	3.3%
Other values (19)	846898	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3537144	77.7%
Space Separator	644166	14.2%
Uppercase Letter	224741	4.9%
Decimal Number	146024	3.2%
Dash Punctuation	139	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	642723	18.2%
o	457315	12.9%
r	441660	12.5%
d	354458	10.0%
h	301533	8.5%
l	260255	7.4%
u	255285	7.2%
s	198302	5.6%
i	149619	4.2%
n	122252	3.5%
Other values (8)	353742	10.0%

Uppercase Letter

Value	Count	Frequency (%)
H	84976	37.8%
C	73012	32.5%
S	46990	20.9%
O	10873	4.8%
N	8612	3.8%
G	139	0.1%
Q	139	0.1%

Decimal Number

Value	Count	Frequency (%)
1	73012	50.0%
8	73012	50.0%

Space Separator

Value	Count	Frequency (%)
	644166	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3761885	82.6%
Common	790329	17.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	642723	17.1%
o	457315	12.2%
r	441660	11.7%
d	354458	9.4%
h	301533	8.0%
l	260255	6.9%
u	255285	6.8%
s	198302	5.3%
i	149619	4.0%
n	122252	3.2%
Other values (15)	578483	15.4%

Common

Value	Count	Frequency (%)
	644166	81.5%
1	73012	9.2%
8	73012	9.2%
-	139	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4552214	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	644166	14.2%
e	642723	14.1%
o	457315	10.0%
r	441660	9.7%
d	354458	7.8%
h	301533	6.6%
l	260255	5.7%
u	255285	5.6%
s	198302	4.4%
i	149619	3.3%
Other values (19)	846898	18.6%

InstanceWeight
Real number (ℝ_≥0)

Distinct	106655
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1738.935602

Minimum	37.87
Maximum	18656.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	37.87
5-th percentile	394.533
Q1	1060.68
median	1616.7
Q3	2187.235
95-th percentile	3580.903
Maximum	18656.3
Range	18618.43
Interquartile range (IQR)	1126.555

Descriptive statistics

Standard deviation	992.7424831
Coefficient of variation (CV)	0.5708908839
Kurtosis	5.680207624
Mean	1738.935602
Median Absolute Deviation (MAD)	561.22
Skewness	1.448237458
Sum	390326702.1
Variance	985537.6377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
707.9	44	< 0.1%
1378.71	37	< 0.1%
1070.15	34	< 0.1%
1888.13	32	< 0.1%
1155.2	32	< 0.1%
1362.16	32	< 0.1%
753.23	32	< 0.1%
1839.19	31	< 0.1%
1194.59	30	< 0.1%
1386.38	30	< 0.1%
Other values (106645)	224129	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.87	1	< 0.1%
39.11	1	< 0.1%
40.67	2	< 0.1%
42.82	2	< 0.1%
43.26	4	< 0.1%
45.74	1	< 0.1%
47.83	4	< 0.1%
49.82	1	< 0.1%
50.46	1	< 0.1%
52.43	1	< 0.1%

Value	Count	Frequency (%)
18656.3	1	< 0.1%
16349.2	1	< 0.1%
16258.2	1	< 0.1%
13911.5	1	< 0.1%
13388.6	1	< 0.1%
13145.1	2	< 0.1%
13114.2	1	< 0.1%
12960.2	2	< 0.1%
12739.2	1	< 0.1%
12554.3	1	< 0.1%

MigCodeChangeInMsa
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	112154
Missing (%)	50.0%
Memory size	10.6 MiB

Nonmover	92988
MSA to MSA	11940
NonMSA to nonMSA	3116
Not in universe	1672
MSA to nonMSA	867
Other values (4)	1726

Length

Max length	17
Median length	9
Mean length	9.669705901
Min length	9

Characters and Unicode

Total characters	1085995
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MSA to MSA
2nd row	Nonmover
3rd row	Nonmover
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
Nonmover	92988	41.4%
MSA to MSA	11940	5.3%
NonMSA to nonMSA	3116	1.4%
Not in universe	1672	0.7%
MSA to nonMSA	867	0.4%
NonMSA to MSA	680	0.3%
Not identifiable	495	0.2%
Abroad to MSA	467	0.2%
Abroad to nonMSA	84	< 0.1%
(Missing)	112154	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nonmover	92988	61.8%
msa	25894	17.2%
to	17154	11.4%
nonmsa	7863	5.2%
not	2167	1.4%
in	1672	1.1%
universe	1672	1.1%
abroad	551	0.4%
identifiable	495	0.3%

Most occurring characters

Value	Count	Frequency (%)
o	213711	19.7%
	150456	13.9%
n	108757	10.0%
N	98951	9.1%
e	97322	9.0%
r	95211	8.8%
v	94660	8.7%
m	92988	8.6%
A	34308	3.2%
M	33757	3.1%
Other values (10)	65874	6.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	734766	67.7%
Uppercase Letter	200773	18.5%
Space Separator	150456	13.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	213711	29.1%
n	108757	14.8%
e	97322	13.2%
r	95211	13.0%
v	94660	12.9%
m	92988	12.7%
t	19816	2.7%
i	4829	0.7%
u	1672	0.2%
s	1672	0.2%
Other values (5)	4128	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	98951	49.3%
A	34308	17.1%
M	33757	16.8%
S	33757	16.8%

Space Separator

Value	Count	Frequency (%)
	150456	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	935539	86.1%
Common	150456	13.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	213711	22.8%
n	108757	11.6%
N	98951	10.6%
e	97322	10.4%
r	95211	10.2%
v	94660	10.1%
m	92988	9.9%
A	34308	3.7%
M	33757	3.6%
S	33757	3.6%
Other values (9)	32117	3.4%

Common

Value	Count	Frequency (%)
	150456	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1085995	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	213711	19.7%
	150456	13.9%
n	108757	10.0%
N	98951	9.1%
e	97322	9.0%
r	95211	8.8%
v	94660	8.7%
m	92988	8.6%
A	34308	3.2%
M	33757	3.1%
Other values (10)	65874	6.1%

MigCodeChangeInReg
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	112154
Missing (%)	50.0%
Memory size	10.6 MiB

Nonmover	92988
Same county	11011
Different county same state	3136
Not in universe	1672
Different region	1319
Other values (3)	2183

Length

Max length	31
Median length	9
Mean length	10.32235173
Min length	7

Characters and Unicode

Total characters	1159293
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Same county
2nd row	Nonmover
3rd row	Nonmover
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
Nonmover	92988	41.4%
Same county	11011	4.9%
Different county same state	3136	1.4%
Not in universe	1672	0.7%
Different region	1319	0.6%
Different state same division	1115	0.5%
Abroad	553	0.2%
Different division same region	515	0.2%
(Missing)	112154	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nonmover	92988	65.4%
same	15777	11.1%
county	14147	9.9%
different	6085	4.3%
state	4251	3.0%
region	1834	1.3%
not	1672	1.2%
in	1672	1.2%
universe	1672	1.2%
division	1630	1.1%

Most occurring characters

Value	Count	Frequency (%)
o	205812	17.8%
	142281	12.3%
e	130364	11.2%
n	120028	10.4%
m	108765	9.4%
r	103132	8.9%
v	96290	8.3%
N	94660	8.2%
t	30406	2.6%
a	20581	1.8%
Other values (12)	106974	9.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	904703	78.0%
Space Separator	142281	12.3%
Uppercase Letter	112309	9.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	205812	22.7%
e	130364	14.4%
n	120028	13.3%
m	108765	12.0%
r	103132	11.4%
v	96290	10.6%
t	30406	3.4%
a	20581	2.3%
i	16153	1.8%
u	15819	1.7%
Other values (7)	57353	6.3%

Uppercase Letter

Value	Count	Frequency (%)
N	94660	84.3%
S	11011	9.8%
D	6085	5.4%
A	553	0.5%

Space Separator

Value	Count	Frequency (%)
	142281	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1017012	87.7%
Common	142281	12.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	205812	20.2%
e	130364	12.8%
n	120028	11.8%
m	108765	10.7%
r	103132	10.1%
v	96290	9.5%
N	94660	9.3%
t	30406	3.0%
a	20581	2.0%
i	16153	1.6%
Other values (11)	90821	8.9%

Common

Value	Count	Frequency (%)
	142281	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1159293	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	205812	17.8%
	142281	12.3%
e	130364	11.2%
n	120028	10.4%
m	108765	9.4%
r	103132	8.9%
v	96290	8.3%
N	94660	8.2%
t	30406	2.6%
a	20581	1.8%
Other values (12)	106974	9.2%

MigCodeMoveWithinReg
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	112154
Missing (%)	50.0%
Memory size	10.6 MiB

Nonmover	92988
Same county	11011
Different county same state	3136
Not in universe	1672
Different state in South	1092
Other values (4)	2410

Length

Max length	29
Median length	9
Mean length	10.36057662
Min length	7

Characters and Unicode

Total characters	1163586
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Same county
2nd row	Nonmover
3rd row	Nonmover
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
Nonmover	92988	41.4%
Same county	11011	4.9%
Different county same state	3136	1.4%
Not in universe	1672	0.7%
Different state in South	1092	0.5%
Different state in West	760	0.3%
Different state in Midwest	611	0.3%
Abroad	553	0.2%
Different state in Northeast	486	0.2%
(Missing)	112154	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nonmover	92988	64.2%
same	14147	9.8%
county	14147	9.8%
different	6085	4.2%
state	6085	4.2%
in	4621	3.2%
not	1672	1.2%
universe	1672	1.2%
south	1092	0.8%
west	760	0.5%
Other values (3)	1650	1.1%

Most occurring characters

Value	Count	Frequency (%)
o	203926	17.5%
	144919	12.5%
e	130591	11.2%
n	119513	10.3%
m	107135	9.2%
r	101784	8.7%
N	95146	8.2%
v	94660	8.1%
t	37509	3.2%
a	21271	1.8%
Other values (15)	107132	9.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	903409	77.6%
Space Separator	144919	12.5%
Uppercase Letter	115258	9.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	203926	22.6%
e	130591	14.5%
n	119513	13.2%
m	107135	11.9%
r	101784	11.3%
v	94660	10.5%
t	37509	4.2%
a	21271	2.4%
u	16911	1.9%
c	14147	1.6%
Other values (8)	55962	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	95146	82.6%
S	12103	10.5%
D	6085	5.3%
W	760	0.7%
M	611	0.5%
A	553	0.5%

Space Separator

Value	Count	Frequency (%)
	144919	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1018667	87.5%
Common	144919	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	203926	20.0%
e	130591	12.8%
n	119513	11.7%
m	107135	10.5%
r	101784	10.0%
N	95146	9.3%
v	94660	9.3%
t	37509	3.7%
a	21271	2.1%
u	16911	1.7%
Other values (14)	90221	8.9%

Common

Value	Count	Frequency (%)
	144919	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1163586	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	203926	17.5%
	144919	12.5%
e	130591	11.2%
n	119513	10.3%
m	107135	9.2%
r	101784	8.7%
N	95146	8.2%
v	94660	8.1%
t	37509	3.2%
a	21271	1.8%
Other values (15)	107132	9.2%

LiveInThisHouse1YearAgo
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 MiB

Not in universe under 1 year old	113826
Yes	92988
No	17649

Length

Max length	33
Median length	33
Mean length	18.62737734
Min length	3

Characters and Unicode

Total characters	4181157
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe under 1 year old
2nd row	No
3rd row	Not in universe under 1 year old
4th row	Not in universe under 1 year old
5th row	Yes

Common Values

Value	Count	Frequency (%)
Not in universe under 1 year old	113826	50.7%
Yes	92988	41.4%
No	17649	7.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	113826	12.5%
in	113826	12.5%
universe	113826	12.5%
under	113826	12.5%
1	113826	12.5%
year	113826	12.5%
old	113826	12.5%
yes	92988	10.2%
no	17649	1.9%

Most occurring characters

Value	Count	Frequency (%)
	907419	21.7%
e	548292	13.1%
n	341478	8.2%
r	341478	8.2%
o	245301	5.9%
i	227652	5.4%
u	227652	5.4%
d	227652	5.4%
s	206814	4.9%
N	131475	3.1%
Other values (7)	775944	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2935449	70.2%
Space Separator	907419	21.7%
Uppercase Letter	224463	5.4%
Decimal Number	113826	2.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	548292	18.7%
n	341478	11.6%
r	341478	11.6%
o	245301	8.4%
i	227652	7.8%
u	227652	7.8%
d	227652	7.8%
s	206814	7.0%
t	113826	3.9%
v	113826	3.9%
Other values (3)	341478	11.6%

Uppercase Letter

Value	Count	Frequency (%)
N	131475	58.6%
Y	92988	41.4%

Space Separator

Value	Count	Frequency (%)
	907419	100.0%

Decimal Number

Value	Count	Frequency (%)
1	113826	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3159912	75.6%
Common	1021245	24.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	548292	17.4%
n	341478	10.8%
r	341478	10.8%
o	245301	7.8%
i	227652	7.2%
u	227652	7.2%
d	227652	7.2%
s	206814	6.5%
N	131475	4.2%
t	113826	3.6%
Other values (5)	548292	17.4%

Common

Value	Count	Frequency (%)
	907419	88.9%
1	113826	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4181157	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	907419	21.7%
e	548292	13.1%
n	341478	8.2%
r	341478	8.2%
o	245301	5.9%
i	227652	5.4%
u	227652	5.4%
d	227652	5.4%
s	206814	4.9%
N	131475	3.1%
Other values (7)	775944	18.6%

MigPrevResInSunbelt
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	112154
Missing (%)	50.0%
Memory size	11.0 MiB

Not in universe	94660
No	11128
Yes	6521

Length

Max length	16
Median length	16
Mean length	14.01515462
Min length	3

Characters and Unicode

Total characters	1574028
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	94660	42.2%
No	11128	5.0%
Yes	6521	2.9%
(Missing)	112154	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	94660	31.4%
in	94660	31.4%
universe	94660	31.4%
no	11128	3.7%
yes	6521	2.2%

Most occurring characters

Value	Count	Frequency (%)
	301629	19.2%
e	195841	12.4%
i	189320	12.0%
n	189320	12.0%
N	105788	6.7%
o	105788	6.7%
s	101181	6.4%
t	94660	6.0%
u	94660	6.0%
v	94660	6.0%
Other values (2)	101181	6.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1160090	73.7%
Space Separator	301629	19.2%
Uppercase Letter	112309	7.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	195841	16.9%
i	189320	16.3%
n	189320	16.3%
o	105788	9.1%
s	101181	8.7%
t	94660	8.2%
u	94660	8.2%
v	94660	8.2%
r	94660	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	105788	94.2%
Y	6521	5.8%

Space Separator

Value	Count	Frequency (%)
	301629	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1272399	80.8%
Common	301629	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	195841	15.4%
i	189320	14.9%
n	189320	14.9%
N	105788	8.3%
o	105788	8.3%
s	101181	8.0%
t	94660	7.4%
u	94660	7.4%
v	94660	7.4%
r	94660	7.4%

Common

Value	Count	Frequency (%)
	301629	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1574028	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	301629	19.2%
e	195841	12.4%
i	189320	12.0%
n	189320	12.0%
N	105788	6.7%
o	105788	6.7%
s	101181	6.4%
t	94660	6.0%
u	94660	6.0%
v	94660	6.0%
Other values (2)	101181	6.4%

NumOfPersonsWorkForEmployer
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.956059573

Minimum	0
Maximum	6
Zeros	107852
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.364070318
Coefficient of variation (CV)	1.208588097
Kurtosis	-1.080018797
Mean	1.956059573
Median Absolute Deviation (MAD)	1
Skewness	0.7521851699
Sum	439063
Variance	5.588828468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	107852	48.0%
6	41072	18.3%
1	26115	11.6%
4	16146	7.2%
3	15237	6.8%
2	11328	5.0%
5	6713	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	107852	48.0%
1	26115	11.6%
2	11328	5.0%
3	15237	6.8%
4	16146	7.2%
5	6713	3.0%
6	41072	18.3%

Value	Count	Frequency (%)
6	41072	18.3%
5	6713	3.0%
4	16146	7.2%
3	15237	6.8%
2	11328	5.0%
1	26115	11.6%
0	107852	48.0%

FamilyMembersUnder18
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Not in universe	162391
Both parents present	43808
Mother only present	14287
Father only present	2124
Neither parent present	1853

Length

Max length	23
Median length	16
Mean length	17.32607601
Min length	16

Characters and Unicode

Total characters	3889063
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	162391	72.3%
Both parents present	43808	19.5%
Mother only present	14287	6.4%
Father only present	2124	0.9%
Neither parent present	1853	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	162391	24.1%
in	162391	24.1%
universe	162391	24.1%
present	62072	9.2%
both	43808	6.5%
parents	43808	6.5%
only	16411	2.4%
mother	14287	2.1%
father	2124	0.3%
neither	1853	0.3%

Most occurring characters

Value	Count	Frequency (%)
	673389	17.3%
e	514704	13.2%
n	448926	11.5%
t	332196	8.5%
i	326635	8.4%
r	288388	7.4%
s	268271	6.9%
o	236897	6.1%
N	164244	4.2%
u	162391	4.2%
Other values (9)	473022	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2991211	76.9%
Space Separator	673389	17.3%
Uppercase Letter	224463	5.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	514704	17.2%
n	448926	15.0%
t	332196	11.1%
i	326635	10.9%
r	288388	9.6%
s	268271	9.0%
o	236897	7.9%
u	162391	5.4%
v	162391	5.4%
p	107733	3.6%
Other values (4)	142679	4.8%

Uppercase Letter

Value	Count	Frequency (%)
N	164244	73.2%
B	43808	19.5%
M	14287	6.4%
F	2124	0.9%

Space Separator

Value	Count	Frequency (%)
	673389	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3215674	82.7%
Common	673389	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	514704	16.0%
n	448926	14.0%
t	332196	10.3%
i	326635	10.2%
r	288388	9.0%
s	268271	8.3%
o	236897	7.4%
N	164244	5.1%
u	162391	5.0%
v	162391	5.0%
Other values (8)	310631	9.7%

Common

Value	Count	Frequency (%)
	673389	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3889063	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	673389	17.3%
e	514704	13.2%
n	448926	11.5%
t	332196	8.5%
i	326635	8.4%
r	288388	7.4%
s	268271	6.9%
o	236897	6.1%
N	164244	4.2%
u	162391	4.2%
Other values (9)	473022	12.2%

CntryOfBirthFather
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	< 0.1%
Missing	7498
Missing (%)	3.3%
Memory size	14.7 MiB

United-States	178991
Mexico	11307
Puerto-Rico	2944
Italy	2470
Germany	1541
Other values (37)	19712

Length

Max length	29
Median length	14
Mean length	13.03709354
Min length	5

Characters and Unicode

Total characters	2828593
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	United-States
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	178991	79.7%
Mexico	11307	5.0%
Puerto-Rico	2944	1.3%
Italy	2470	1.1%
Germany	1541	0.7%
Canada	1525	0.7%
Dominican-Republic	1495	0.7%
Poland	1377	0.6%
Cuba	1301	0.6%
Philippines	1284	0.6%
Other values (32)	12730	5.7%
(Missing)	7498	3.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	178991	82.0%
mexico	11307	5.2%
puerto-rico	2944	1.3%
italy	2470	1.1%
germany	1541	0.7%
canada	1525	0.7%
dominican-republic	1495	0.7%
poland	1377	0.6%
cuba	1301	0.6%
philippines	1284	0.6%
Other values (38)	14142	6.5%

Most occurring characters

Value	Count	Frequency (%)
t	545472	19.3%
e	380859	13.5%
	218377	7.7%
a	209117	7.4%
i	207148	7.3%
n	195080	6.9%
d	186795	6.6%
-	184766	6.5%
S	181300	6.4%
s	180999	6.4%
Other values (36)	338680	12.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2021321	71.5%
Uppercase Letter	403636	14.3%
Space Separator	218377	7.7%
Dash Punctuation	184766	6.5%
Open Punctuation	178	< 0.1%
Close Punctuation	178	< 0.1%
Other Punctuation	137	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	545472	27.0%
e	380859	18.8%
a	209117	10.3%
i	207148	10.2%
n	195080	9.7%
d	186795	9.2%
s	180999	9.0%
o	25586	1.3%
c	19628	1.0%
l	12896	0.6%
Other values (11)	57741	2.9%

Uppercase Letter

Value	Count	Frequency (%)
S	181300	44.9%
U	179347	44.4%
M	11307	2.8%
P	6457	1.6%
C	4682	1.2%
R	4439	1.1%
I	4178	1.0%
G	2624	0.7%
E	2428	0.6%
D	1495	0.4%
Other values (10)	5379	1.3%

Space Separator

Value	Count	Frequency (%)
	218377	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	184766	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	178	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	178	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	137	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2424957	85.7%
Common	403636	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	545472	22.5%
e	380859	15.7%
a	209117	8.6%
i	207148	8.5%
n	195080	8.0%
d	186795	7.7%
S	181300	7.5%
s	180999	7.5%
U	179347	7.4%
o	25586	1.1%
Other values (31)	133254	5.5%

Common

Value	Count	Frequency (%)
	218377	54.1%
-	184766	45.8%
(	178	< 0.1%
)	178	< 0.1%
&	137	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2828593	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	545472	19.3%
e	380859	13.5%
	218377	7.7%
a	209117	7.4%
i	207148	7.3%
n	195080	6.9%
d	186795	6.6%
-	184766	6.5%
S	181300	6.4%
s	180999	6.4%
Other values (36)	338680	12.0%

CntryOfBirthMother
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	< 0.1%
Missing	6843
Missing (%)	3.0%
Memory size	14.7 MiB

United-States	180431
Mexico	11095
Puerto-Rico	2733
Italy	2050
Canada	1588
Other values (37)	19723

Length

Max length	29
Median length	14
Mean length	13.05336826
Min length	5

Characters and Unicode

Total characters	2840674
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	United-States
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	180431	80.4%
Mexico	11095	4.9%
Puerto-Rico	2733	1.2%
Italy	2050	0.9%
Canada	1588	0.7%
Germany	1566	0.7%
Philippines	1380	0.6%
Cuba	1302	0.6%
Poland	1240	0.6%
Dominican-Republic	1235	0.6%
Other values (32)	13000	5.8%
(Missing)	6843	3.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	180431	82.4%
mexico	11095	5.1%
puerto-rico	2733	1.2%
italy	2050	0.9%
canada	1588	0.7%
germany	1566	0.7%
philippines	1380	0.6%
cuba	1302	0.6%
poland	1240	0.6%
dominican-republic	1235	0.6%
Other values (38)	14467	6.6%

Most occurring characters

Value	Count	Frequency (%)
t	549206	19.3%
e	383099	13.5%
	219087	7.7%
a	210476	7.4%
i	207577	7.3%
n	196445	6.9%
d	188477	6.6%
-	185842	6.5%
S	182933	6.4%
s	182509	6.4%
Other values (36)	335023	11.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2029886	71.5%
Uppercase Letter	405394	14.3%
Space Separator	219087	7.7%
Dash Punctuation	185842	6.5%
Open Punctuation	170	< 0.1%
Close Punctuation	170	< 0.1%
Other Punctuation	125	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	549206	27.1%
e	383099	18.9%
a	210476	10.4%
i	207577	10.2%
n	196445	9.7%
d	188477	9.3%
s	182509	9.0%
o	24715	1.2%
c	18591	0.9%
l	12520	0.6%
Other values (11)	56271	2.8%

Uppercase Letter

Value	Count	Frequency (%)
S	182933	45.1%
U	180771	44.6%
M	11095	2.7%
P	6172	1.5%
C	4614	1.1%
R	3968	1.0%
I	3809	0.9%
E	2652	0.7%
G	2541	0.6%
D	1235	0.3%
Other values (10)	5604	1.4%

Space Separator

Value	Count	Frequency (%)
	219087	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	185842	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	125	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	170	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2435280	85.7%
Common	405394	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	549206	22.6%
e	383099	15.7%
a	210476	8.6%
i	207577	8.5%
n	196445	8.1%
d	188477	7.7%
S	182933	7.5%
s	182509	7.5%
U	180771	7.4%
o	24715	1.0%
Other values (31)	129072	5.3%

Common

Value	Count	Frequency (%)
	219087	54.0%
-	185842	45.8%
(	170	< 0.1%
)	170	< 0.1%
&	125	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2840674	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	549206	19.3%
e	383099	13.5%
	219087	7.7%
a	210476	7.4%
i	207577	7.3%
n	196445	6.9%
d	188477	6.6%
-	185842	6.5%
S	182933	6.4%
s	182509	6.4%
Other values (36)	335023	11.8%

CntryOfBirthSelf
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	< 0.1%
Missing	3869
Missing (%)	1.7%
Memory size	14.9 MiB

United-States	198959
Mexico	6583
Puerto-Rico	1547
Cuba	971
Germany	962
Other values (37)	11572

Length

Max length	29
Median length	14
Mean length	13.47078796
Min length	5

Characters and Unicode

Total characters	2971575
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	United-States
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	198959	88.6%
Mexico	6583	2.9%
Puerto-Rico	1547	0.7%
Cuba	971	0.4%
Germany	962	0.4%
Philippines	950	0.4%
Dominican-Republic	776	0.3%
El-Salvador	766	0.3%
Canada	742	0.3%
China	562	0.3%
Other values (32)	7776	3.5%
(Missing)	3869	1.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	198959	89.7%
mexico	6583	3.0%
puerto-rico	1547	0.7%
cuba	971	0.4%
germany	962	0.4%
philippines	950	0.4%
dominican-republic	776	0.3%
el-salvador	766	0.3%
canada	742	0.3%
china	562	0.3%
Other values (38)	8918	4.0%

Most occurring characters

Value	Count	Frequency (%)
t	601053	20.2%
e	411348	13.8%
	221736	7.5%
a	216415	7.3%
i	216083	7.3%
n	208146	7.0%
d	203011	6.8%
-	202199	6.8%
S	200580	6.7%
s	200317	6.7%
Other values (36)	290687	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2123021	71.4%
Uppercase Letter	424277	14.3%
Space Separator	221736	7.5%
Dash Punctuation	202199	6.8%
Open Punctuation	125	< 0.1%
Close Punctuation	125	< 0.1%
Other Punctuation	92	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	601053	28.3%
e	411348	19.4%
a	216415	10.2%
i	216083	10.2%
n	208146	9.8%
d	203011	9.6%
s	200317	9.4%
o	14665	0.7%
c	11123	0.5%
x	6583	0.3%
Other values (11)	34277	1.6%

Uppercase Letter

Value	Count	Frequency (%)
S	200580	47.3%
U	199209	47.0%
M	6583	1.6%
P	3429	0.8%
C	2865	0.7%
R	2323	0.5%
G	1635	0.4%
E	1578	0.4%
I	1396	0.3%
D	776	0.2%
Other values (10)	3903	0.9%

Space Separator

Value	Count	Frequency (%)
	221736	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	202199	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	92	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	125	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	125	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2547298	85.7%
Common	424277	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	601053	23.6%
e	411348	16.1%
a	216415	8.5%
i	216083	8.5%
n	208146	8.2%
d	203011	8.0%
S	200580	7.9%
s	200317	7.9%
U	199209	7.8%
o	14665	0.6%
Other values (31)	76471	3.0%

Common

Value	Count	Frequency (%)
	221736	52.3%
-	202199	47.7%
(	125	< 0.1%
)	125	< 0.1%
&	92	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2971575	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	601053	20.2%
e	411348	13.8%
	221736	7.5%
a	216415	7.3%
i	216083	7.3%
n	208146	7.0%
d	203011	6.8%
-	202199	6.8%
S	200580	6.7%
s	200317	6.7%
Other values (36)	290687	9.8%

Citizenship
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.6 MiB

Native- Born in the United States	198961
Foreign born- Not a citizen of U S	15084
Foreign born- U S citizen by naturalization	6704
Native- Born abroad of American Parent(s)	2042
Native- Born in Puerto Rico or U S Outlying	1672

Length

Max length	44
Median length	34
Mean length	34.58033618
Min length	34

Characters and Unicode

Total characters	7762006
Distinct characters	33
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Native- Born in the United States
2nd row	Native- Born in the United States
3rd row	Native- Born in the United States
4th row	Native- Born in the United States
5th row	Native- Born in the United States

Common Values

Value	Count	Frequency (%)
Native- Born in the United States	198961	88.6%
Foreign born- Not a citizen of U S	15084	6.7%
Foreign born- U S citizen by naturalization	6704	3.0%
Native- Born abroad of American Parent(s)	2042	0.9%
Native- Born in Puerto Rico or U S Outlying	1672	0.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
born	224463	16.2%
native	202675	14.6%
in	200633	14.4%
the	198961	14.3%
united	198961	14.3%
states	198961	14.3%
u	23460	1.7%
s	23460	1.7%
foreign	21788	1.6%
citizen	21788	1.6%
Other values (12)	73516	5.3%

Most occurring characters

Value	Count	Frequency (%)
	1403750	18.1%
t	1054185	13.6%
e	848890	10.9%
n	686797	8.8%
i	686427	8.8%
a	445000	5.7%
o	292223	3.8%
r	262425	3.4%
-	224463	2.9%
U	222421	2.9%
Other values (23)	1635425	21.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5233545	67.4%
Space Separator	1403750	18.1%
Uppercase Letter	896164	11.5%
Dash Punctuation	224463	2.9%
Open Punctuation	2042	< 0.1%
Close Punctuation	2042	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	1054185	20.1%
e	848890	16.2%
n	686797	13.1%
i	686427	13.1%
a	445000	8.5%
o	292223	5.6%
r	262425	5.0%
v	202675	3.9%
d	201003	3.8%
s	201003	3.8%
Other values (10)	352917	6.7%

Uppercase Letter

Value	Count	Frequency (%)
U	222421	24.8%
S	222421	24.8%
N	217759	24.3%
B	202675	22.6%
F	21788	2.4%
P	3714	0.4%
A	2042	0.2%
R	1672	0.2%
O	1672	0.2%

Space Separator

Value	Count	Frequency (%)
	1403750	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	224463	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2042	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2042	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6129709	79.0%
Common	1632297	21.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	1054185	17.2%
e	848890	13.8%
n	686797	11.2%
i	686427	11.2%
a	445000	7.3%
o	292223	4.8%
r	262425	4.3%
U	222421	3.6%
S	222421	3.6%
N	217759	3.6%
Other values (19)	1191161	19.4%

Common

Value	Count	Frequency (%)
	1403750	86.0%
-	224463	13.8%
(	2042	0.1%
)	2042	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7762006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1403750	18.1%
t	1054185	13.6%
e	848890	10.9%
n	686797	8.8%
i	686427	8.8%
a	445000	5.7%
o	292223	3.8%
r	262425	3.4%
-	224463	2.9%
U	222421	2.9%
Other values (23)	1635425	21.1%

OwnBusinessOrSelfEmployed
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 MiB

0	203090
2	18345
1	3028

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	224463
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	2
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

Most occurring characters

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	224463	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	224463	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224463	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	203090	90.5%
2	18345	8.2%
1	3028	1.3%

FillIncVeteransAdmin
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.6 MiB

Not in universe	222206
No	1813
Yes	444

Length

Max length	16
Median length	16
Mean length	15.87126163
Min length	3

Characters and Unicode

Total characters	3562511
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	222206	99.0%
No	1813	0.8%
Yes	444	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	222206	33.2%
in	222206	33.2%
universe	222206	33.2%
no	1813	0.3%
yes	444	0.1%

Most occurring characters

Value	Count	Frequency (%)
	668875	18.8%
e	444856	12.5%
i	444412	12.5%
n	444412	12.5%
N	224019	6.3%
o	224019	6.3%
s	222650	6.2%
t	222206	6.2%
u	222206	6.2%
v	222206	6.2%
Other values (2)	222650	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2669173	74.9%
Space Separator	668875	18.8%
Uppercase Letter	224463	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	444856	16.7%
i	444412	16.6%
n	444412	16.6%
o	224019	8.4%
s	222650	8.3%
t	222206	8.3%
u	222206	8.3%
v	222206	8.3%
r	222206	8.3%

Uppercase Letter

Value	Count	Frequency (%)
N	224019	99.8%
Y	444	0.2%

Space Separator

Value	Count	Frequency (%)
	668875	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2893636	81.2%
Common	668875	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	444856	15.4%
i	444412	15.4%
n	444412	15.4%
N	224019	7.7%
o	224019	7.7%
s	222650	7.7%
t	222206	7.7%
u	222206	7.7%
v	222206	7.7%
r	222206	7.7%

Common

Value	Count	Frequency (%)
	668875	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3562511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	668875	18.8%
e	444856	12.5%
i	444412	12.5%
n	444412	12.5%
N	224019	6.3%
o	224019	6.3%
s	222650	6.2%
t	222206	6.2%
u	222206	6.2%
v	222206	6.2%
Other values (2)	222650	6.2%

VeteransBenefits
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 MiB

2	168917
0	53289
1	2257

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	224463
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

Most occurring characters

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	224463	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	224463	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224463	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	168917	75.3%
0	53289	23.7%
1	2257	1.0%

WeeksWorkedInYear
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.18621332

Minimum	0
Maximum	52
Zeros	107852
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	52
95-th percentile	52
Maximum	52
Range	52
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	24.39983132
Coefficient of variation (CV)	1.052342225
Kurtosis	-1.863321616
Mean	23.18621332
Median Absolute Deviation (MAD)	8
Skewness	0.2091461191
Sum	5204447
Variance	595.3517685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	107852	48.0%
52	78986	35.2%
40	3132	1.4%
50	2529	1.1%
26	2524	1.1%
48	2130	0.9%
12	2060	0.9%
30	1570	0.7%
20	1533	0.7%
36	1264	0.6%
Other values (43)	20883	9.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	107852	48.0%
1	509	0.2%
2	504	0.2%
3	476	0.2%
4	841	0.4%
5	312	0.1%
6	724	0.3%
7	162	0.1%
8	1264	0.6%
9	283	0.1%

Value	Count	Frequency (%)
52	78986	35.2%
51	926	0.4%
50	2529	1.1%
49	603	0.3%
48	2130	0.9%
47	320	0.1%
46	756	0.3%
45	777	0.3%
44	971	0.4%
43	436	0.2%

Year
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.6 MiB

94	112309
95	112154

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	448926
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	95
2nd row	94
3rd row	95
4th row	95
5th row	94

Common Values

Value	Count	Frequency (%)
94	112309	50.0%
95	112154	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
94	112309	50.0%
95	112154	50.0%

Most occurring characters

Value	Count	Frequency (%)
9	224463	50.0%
4	112309	25.0%
5	112154	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	448926	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	224463	50.0%
4	112309	25.0%
5	112154	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	448926	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	224463	50.0%
4	112309	25.0%
5	112154	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	448926	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	224463	50.0%
4	112309	25.0%
5	112154	25.0%

Target
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 MiB

0	210466
1	13997

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	224463
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	224463	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	224463	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224463	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	210466	93.8%
1	13997	6.2%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	ID	Age	ClassOfWorker	IndustryCode	OccupationCode	Education	EnrollInEdUInstlastWk	MaritalStatus	MajorIndustryCode	MajorOccupationCode	Race	HispanicOrigin	Sex	MemberOfALaborUnion	ReasonForUnemployment	FullOrPartTimeEmploymentStat	CapitalGains	DividendsFromStocks	TaxFilerStat	RegionOfPreviousResidence	StateOfPreviousResidence	DetailedHholdAndFamStat	DetailedHholdSumInHhold	InstanceWeight	MigCodeChangeInMsa	MigCodeChangeInReg	MigCodeMoveWithinReg	LiveInThisHouse1YearAgo	MigPrevResInSunbelt	NumOfPersonsWorkForEmployer	FamilyMembersUnder18	CntryOfBirthFather	CntryOfBirthMother	CntryOfBirthSelf	Citizenship	OwnBusinessOrSelfEmployed	FillIncVeteransAdmin	VeteransBenefits	WeeksWorkedInYear	Year	Target
0	40327	42	Not in universe	0	0	10th grade	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Not in labor force	0	0	Nonfiler	Not in universe	Not in universe	Householder	Householder	1005.05	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0
1	200913	26	Private	19	39	11th grade	Not in universe	Never married	Manufacturing-nondurable goods	Transportation and material moving	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	South	Arkansas	Secondary individual	Nonrelative of householder	1707.39	MSA to MSA	Same county	Same county	No	Yes	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	51	94	0
2	221821	35	Self-employed-incorporated	39	32	High school graduate	Not in universe	Married-civilian spouse present	Personal services except private HH	Other service	White	All other	Male	Not in universe	Not in universe	Full-time schedules	0	0	Joint both under 65	Not in universe	Not in universe	Householder	Householder	2399.42	NaN	NaN	NaN	Not in universe under 1 year old	NaN	2	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	0
3	121138	63	Not in universe	0	0	High school graduate	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Single	Not in universe	Not in universe	Secondary individual	Nonrelative of householder	100.34	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0
4	257791	27	Private	45	3	Masters degree(MA MS MEng MEd MSW MBA)	Not in universe	Never married	Other professional services	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	Not in universe	Not in universe	Child 18+ never marr Not in a subfamily	Child 18 or older	2147.89	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	94	0
5	58093	54	Private	12	35	High school graduate	Not in universe	Married-civilian spouse present	Manufacturing-durable goods	Precision production craft & repair	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	988.21	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0
6	111883	51	Self-employed-incorporated	42	2	Masters degree(MA MS MEng MEd MSW MBA)	Not in universe	Married-civilian spouse present	Medical except hospital	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	15024	0	Joint both under 65	Not in universe	Not in universe	Householder	Householder	2450.89	Nonmover	Nonmover	Nonmover	Yes	Not in universe	2	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	1
7	82451	63	Private	33	19	High school graduate	Not in universe	Married-civilian spouse present	Retail trade	Sales	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	600	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1116.61	Nonmover	Nonmover	Nonmover	Yes	Not in universe	2	Not in universe	Italy	Italy	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0
8	20339	49	Private	32	3	Bachelors degree(BA AB BS)	Not in universe	Married-civilian spouse present	Wholesale trade	Executive admin and managerial	White	All other	Female	Not in universe	Other job loser	Children or Armed Forces	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	273.31	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	94	0
9	28631	54	Self-employed-not incorporated	39	24	High school graduate	Not in universe	Married-civilian spouse present	Personal services except private HH	Adm support including clerical	White	All other	Female	Not in universe	Not in universe	Full-time schedules	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1545.30	NaN	NaN	NaN	Not in universe under 1 year old	NaN	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	0

Last rows

	ID	Age	ClassOfWorker	IndustryCode	OccupationCode	Education	WagePerHour	EnrollInEdUInstlastWk	MaritalStatus	MajorIndustryCode	MajorOccupationCode	Race	HispanicOrigin	Sex	MemberOfALaborUnion	ReasonForUnemployment	FullOrPartTimeEmploymentStat	DividendsFromStocks	TaxFilerStat	RegionOfPreviousResidence	StateOfPreviousResidence	DetailedHholdAndFamStat	DetailedHholdSumInHhold	InstanceWeight	MigCodeChangeInMsa	MigCodeChangeInReg	MigCodeMoveWithinReg	LiveInThisHouse1YearAgo	MigPrevResInSunbelt	NumOfPersonsWorkForEmployer	FamilyMembersUnder18	CntryOfBirthFather	CntryOfBirthMother	CntryOfBirthSelf	Citizenship	OwnBusinessOrSelfEmployed	FillIncVeteransAdmin	VeteransBenefits	WeeksWorkedInYear	Year	Target
224453	207001	47	Private	11	2	High school graduate	0	Not in universe	Married-civilian spouse present	Manufacturing-durable goods	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Full-time schedules	10	Joint both under 65	Not in universe	Not in universe	Householder	Householder	261.92	NaN	NaN	NaN	Not in universe under 1 year old	NaN	2	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	95	1
224454	40003	17	Not in universe	0	0	11th grade	0	High school	Never married	Not in universe or children	Not in universe	Black	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1388.81	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	94	0
224455	181789	49	Private	33	19	High school graduate	1000	Not in universe	Divorced	Retail trade	Sales	White	Mexican-American	Female	Yes	Not in universe	Children or Armed Forces	0	Single	Not in universe	Not in universe	RP of unrelated subfamily	Nonrelative of householder	1026.93	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0
224456	157935	0	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	3775.92	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	95	0
224457	297238	48	Private	29	26	Some college but no degree	0	Not in universe	Married-civilian spouse present	Transportation	Adm support including clerical	White	All other	Female	Not in universe	Not in universe	Full-time schedules	50	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1916.28	NaN	NaN	NaN	Not in universe under 1 year old	NaN	4	Not in universe	Canada	Canada	Canada	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95	0
224458	7818	6	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	231.38	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Mother only present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	95	0
224459	7099	38	Private	29	38	11th grade	0	Not in universe	Never married	Transportation	Transportation and material moving	Amer Indian Aleut or Eskimo	Other Spanish	Male	Not in universe	Not in universe	Full-time schedules	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	736.17	NaN	NaN	NaN	Not in universe under 1 year old	NaN	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	0
224460	210051	9	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	3111.26	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	95	0
224461	283972	50	Not in universe	0	0	7th and 8th grade	0	Not in universe	Separated	Not in universe or children	Not in universe	White	Mexican-American	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Not in universe	Householder	Householder	1368.82	NaN	NaN	NaN	Not in universe under 1 year old	NaN	0	Not in universe	Mexico	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0
224462	112533	54	Private	29	38	11th grade	0	Not in universe	Divorced	Transportation	Transportation and material moving	White	All other	Male	Not in universe	Not in universe	Full-time schedules	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	1093.05	NaN	NaN	NaN	Not in universe under 1 year old	NaN	1	Not in universe	Canada	Canada	Canada	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95	0

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator